From 041ce617b608878bd1f103d507d77f51c7ef3290 Mon Sep 17 00:00:00 2001
From: csh <458761603@qq.com>
Date: Wed, 21 Jan 2026 19:02:14 +0800
Subject: [PATCH 1/6] feat: add version endpoint

---
 src/main.rs | 16 ++++++++++++++--
 1 file changed, 14 insertions(+), 2 deletions(-)

diff --git a/src/main.rs b/src/main.rs
index 5bd4f32..8fe1b78 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -1,6 +1,9 @@
 use std::sync::Arc;
 
-use axum::{routing::any, Router};
+use axum::{
+    Router,
+    routing::{any, get},
+};
 use clap::Parser;
 use config::Config;
 
@@ -180,5 +183,14 @@ async fn routes(
             .layer(axum::Extension(Arc::new(real_config)));
     }
 
-    router
+    router.route(
+        "/version",
+        get(|| async {
+            serde_json::to_string_pretty(&serde_json::json!(
+            {
+                "version": env!("CARGO_PKG_VERSION"),
+            }))
+            .unwrap()
+        }),
+    )
 }

From d6a960849d4f1e0ccedbf1b61dd123035df94fc6 Mon Sep 17 00:00:00 2001
From: csh <458761603@qq.com>
Date: Wed, 21 Jan 2026 21:57:45 +0800
Subject: [PATCH 2/6] feat: embeding silero_vad for whisper

---
 Cargo.lock                    | 7931 +++++++++++++++++++++++++++------
 Cargo.toml                    |    5 +
 src/ai/mod.rs                 |    2 +-
 src/ai/vad.rs                 |  108 +-
 src/config.rs                 |   50 +
 src/main.rs                   |    3 +-
 src/protocol.rs               |    2 +
 src/services/mod.rs           |    3 +
 src/services/ws.rs            |  152 +-
 src/services/ws/stable/asr.rs |  247 +-
 src/services/ws/stable/mod.rs |   13 +-
 src/util.rs                   |   13 +
 12 files changed, 7098 insertions(+), 1431 deletions(-)

diff --git a/Cargo.lock b/Cargo.lock
index f5b9199..06786fd 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -17,6 +17,17 @@ version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
 
+[[package]]
+name = "aes"
+version = "0.8.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b169f7a6d4742236a0a00c541b845991d0ac43e546831af1249753ab4c3aa3a0"
+dependencies = [
+ "cfg-if",
+ "cipher",
+ "cpufeatures",
+]
+
 [[package]]
 name = "ahash"
 version = "0.8.12"
@@ -39,6 +50,24 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "aligned"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee4508988c62edf04abd8d92897fca0c2995d907ce1dfeaf369dac3716a40685"
+dependencies = [
+ "as-slice",
+]
+
+[[package]]
+name = "aligned-vec"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc890384c8602f339876ded803c97ad529f3842aba97f6392b3dba0dd171769b"
+dependencies = [
+ "equator",
+]
+
 [[package]]
 name = "allocator-api2"
 version = "0.2.21"
@@ -112,9 +141,65 @@ dependencies = [
 
 [[package]]
 name = "anyhow"
-version = "1.0.98"
+version = "1.0.100"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a23eb6b1614318a8071c9b2521f36b424b2c83db5eb3a0fead4a6c0809af6e61"
+
+[[package]]
+name = "arbitrary"
+version = "1.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3d036a3c4ab069c7b410a2ce876bd74808d2d0888a82667669f8e783a898bf1"
+dependencies = [
+ "derive_arbitrary",
+]
+
+[[package]]
+name = "arg_enum_proc_macro"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ae92a5119aa49cdbcf6b9f893fe4e1d98b04ccbf82ee0584ad948a44a734dea"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "arrayvec"
+version = "0.7.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
+
+[[package]]
+name = "as-slice"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "516b6b4f0e40d50dcda9365d53964ec74560ad4284da2e7fc97122cd83174516"
+dependencies = [
+ "stable_deref_trait",
+]
+
+[[package]]
+name = "ash"
+version = "0.38.0+1.3.281"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0bb44936d800fea8f016d7f2311c6a4f97aebd5dc86f09906139ec848cf3a46f"
+dependencies = [
+ "libloading",
+]
+
+[[package]]
+name = "async-channel"
+version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e16d2d3311acee920a9eb8d33b8cbc1787ce4a264e85f964c2404b969bdcd487"
+checksum = "924ed96dd52d1b75e9c1a3e6275715fd320f5f9439fb5a4a11fa51f4221158d2"
+dependencies = [
+ "concurrent-queue",
+ "event-listener-strategy",
+ "futures-core",
+ "pin-project-lite",
+]
 
 [[package]]
 name = "async-trait"
@@ -124,7 +209,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -140,7 +225,7 @@ dependencies = [
  "futures-util",
  "log",
  "pin-project-lite",
- "tungstenite",
+ "tungstenite 0.26.2",
 ]
 
 [[package]]
@@ -149,6 +234,12 @@ version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
 
+[[package]]
+name = "atomic_float"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "628d228f918ac3b82fe590352cc719d30664a0c13ca3a60266fe02c7132d480a"
+
 [[package]]
 name = "audiopus_sys"
 version = "0.2.2"
@@ -166,11 +257,54 @@ version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
 
+[[package]]
+name = "av-scenechange"
+version = "0.14.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0f321d77c20e19b92c39e7471cf986812cbb46659d2af674adc4331ef3f18394"
+dependencies = [
+ "aligned",
+ "anyhow",
+ "arg_enum_proc_macro",
+ "arrayvec",
+ "log",
+ "num-rational",
+ "num-traits",
+ "pastey",
+ "rayon",
+ "thiserror 2.0.18",
+ "v_frame",
+ "y4m",
+]
+
+[[package]]
+name = "av1-grain"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8cfddb07216410377231960af4fcab838eaa12e013417781b78bd95ee22077f8"
+dependencies = [
+ "anyhow",
+ "arrayvec",
+ "log",
+ "nom 8.0.0",
+ "num-rational",
+ "v_frame",
+]
+
+[[package]]
+name = "avif-serialize"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "47c8fbc0f831f4519fe8b810b6a7a91410ec83031b8233f730a0480029f6a23f"
+dependencies = [
+ "arrayvec",
+]
+
 [[package]]
 name = "axum"
-version = "0.8.4"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "021e862c184ae977658b36c4500f7feac3221ca5da43e3f25bd04ab6c79a29b5"
+checksum = "8b52af3cb4058c895d37317bb27508dccc8e5f2d39454016b297bf4a400597b8"
 dependencies = [
  "axum-core",
  "base64",
@@ -188,8 +322,7 @@ dependencies = [
  "mime",
  "percent-encoding",
  "pin-project-lite",
- "rustversion",
- "serde",
+ "serde_core",
  "serde_json",
  "serde_path_to_error",
  "serde_urlencoded",
@@ -205,9 +338,9 @@ dependencies = [
 
 [[package]]
 name = "axum-core"
-version = "0.5.2"
+version = "0.5.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68464cd0412f486726fb3373129ef5d2993f90c34bc2bc1c1e9943b2f4fc7ca6"
+checksum = "08c78f31d7b1291f7ee735c1c6780ccde7785daae9a9206026862dab7d8792d1"
 dependencies = [
  "bytes",
  "futures-core",
@@ -216,7 +349,6 @@ dependencies = [
  "http-body-util",
  "mime",
  "pin-project-lite",
- "rustversion",
  "sync_wrapper",
  "tower-layer",
  "tower-service",
@@ -268,1940 +400,6183 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
 [[package]]
-name = "bitflags"
-version = "2.9.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b8e56985ec62d17e9c1001dc89c88ecd7dc08e47eba5ec7c29c7b5eeecde967"
-
-[[package]]
-name = "block-buffer"
-version = "0.10.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3078c7629b62d3f0439517fa394996acacc5cbc91c5a20d8c658e77abd503a71"
-dependencies = [
- "generic-array",
-]
-
-[[package]]
-name = "bumpalo"
-version = "3.18.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "793db76d6187cd04dff33004d8e6c9cc4e05cd330500379d2394209271b4aeee"
-
-[[package]]
-name = "byteorder"
-version = "1.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
-
-[[package]]
-name = "bytes"
-version = "1.10.1"
+name = "base64ct"
+version = "1.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
+checksum = "2af50177e190e07a26ab74f8b1efbfe2ef87da2116221318cb1c2e82baf7de06"
 
 [[package]]
-name = "cached"
-version = "0.56.0"
+name = "bincode"
+version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "801927ee168e17809ab8901d9f01f700cd7d8d6a6527997fee44e4b0327a253c"
+checksum = "36eaf5d7b090263e8150820482d5d93cd964a81e4019913c972f4edcc6edb740"
 dependencies = [
- "ahash",
- "async-trait",
- "cached_proc_macro",
- "cached_proc_macro_types",
- "futures",
- "hashbrown",
- "once_cell",
- "thiserror 2.0.12",
- "tokio",
- "web-time",
+ "serde",
+ "unty",
 ]
 
 [[package]]
-name = "cached_proc_macro"
-version = "0.25.0"
+name = "bindgen"
+version = "0.71.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9225bdcf4e4a9a4c08bf16607908eb2fbf746828d5e0b5e019726dbf6571f201"
+checksum = "5f58bf3d7db68cfbac37cfc485a8d711e87e064c3d0fe0435b92f7a407f9d6b3"
 dependencies = [
- "darling",
+ "bitflags 2.9.1",
+ "cexpr",
+ "clang-sys",
+ "itertools 0.13.0",
+ "log",
+ "prettyplease 0.2.37",
  "proc-macro2",
  "quote",
- "syn",
+ "regex",
+ "rustc-hash 2.1.1",
+ "shlex",
+ "syn 2.0.114",
 ]
 
 [[package]]
-name = "cached_proc_macro_types"
-version = "0.1.1"
+name = "bit-set"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ade8366b8bd5ba243f0a58f036cc0ca8a2f069cff1a2351ef1cac6b083e16fc0"
+checksum = "08807e080ed7f9d5433fa9b275196cfc35414f66a0c79d864dc51a0d825231a3"
+dependencies = [
+ "bit-vec",
+]
 
 [[package]]
-name = "cc"
-version = "1.2.27"
+name = "bit-vec"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d487aa071b5f64da6f19a3e848e3578944b726ee5a4854b82172f02aa876bfdc"
-dependencies = [
- "shlex",
-]
+checksum = "5e764a1d40d510daf35e07be9eb06e75770908c27d411ee6c92109c9840eaaf7"
 
 [[package]]
-name = "cfg-if"
-version = "1.0.1"
+name = "bit_field"
+version = "0.10.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9555578bc9e57714c812a1f84e4fc5b4d21fcb063490c624de019f7464c91268"
+checksum = "1e4b40c7323adcfc0a41c4b88143ed58346ff65a288fc144329c5c45e05d70c6"
 
 [[package]]
-name = "cfg_aliases"
-version = "0.2.1"
+name = "bitflags"
+version = "1.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
 
 [[package]]
-name = "chrono"
-version = "0.4.41"
+name = "bitflags"
+version = "2.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c469d952047f47f91b68d1cba3f10d63c11d73e4636f24f08daf0278abf01c4d"
+checksum = "1b8e56985ec62d17e9c1001dc89c88ecd7dc08e47eba5ec7c29c7b5eeecde967"
 dependencies = [
- "android-tzdata",
- "iana-time-zone",
- "js-sys",
- "num-traits",
  "serde",
- "wasm-bindgen",
- "windows-link",
 ]
 
 [[package]]
-name = "clap"
-version = "4.5.49"
+name = "bitstream-io"
+version = "4.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4512b90fa68d3a9932cea5184017c5d200f5921df706d45e853537dea51508f"
+checksum = "60d4bd9d1db2c6bdf285e223a7fa369d5ce98ec767dec949c6ca62863ce61757"
 dependencies = [
- "clap_builder",
- "clap_derive",
+ "core2",
 ]
 
 [[package]]
-name = "clap_builder"
-version = "4.5.49"
+name = "block"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0025e98baa12e766c67ba13ff4695a887a1eba19569aad00a472546795bd6730"
-dependencies = [
- "anstream",
- "anstyle",
- "clap_lex",
- "strsim",
-]
+checksum = "0d8c1fef690941d3e7788d328517591fecc684c084084702d6ff1641e993699a"
 
 [[package]]
-name = "clap_derive"
-version = "4.5.49"
+name = "block-buffer"
+version = "0.10.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a0b5487afeab2deb2ff4e03a807ad1a03ac532ff5a2cee5d86884440c7f7671"
+checksum = "3078c7629b62d3f0439517fa394996acacc5cbc91c5a20d8c658e77abd503a71"
 dependencies = [
- "heck",
- "proc-macro2",
- "quote",
- "syn",
+ "generic-array",
 ]
 
 [[package]]
-name = "clap_lex"
-version = "0.7.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b94f61472cee1439c0b966b47e3aca9ae07e45d070759512cd390ea2bebc6675"
-
-[[package]]
-name = "cmake"
-version = "0.1.54"
+name = "bstr"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7caa3f9de89ddbe2c607f4101924c5abec803763ae9534e4f4d7d8f84aa81f0"
+checksum = "63044e1ae8e69f3b5a92c736ca6269b8d12fa7efe39bf34ddb06d102cf0e2cab"
 dependencies = [
- "cc",
+ "memchr",
+ "regex-automata",
+ "serde",
 ]
 
 [[package]]
-name = "colorchoice"
-version = "1.0.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b05b61dc5112cbb17e4b6cd61790d9845d13888356391624cbe7e41efeac1e75"
-
-[[package]]
-name = "core-foundation"
-version = "0.9.4"
+name = "built"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91e195e091a93c46f7102ec7818a2aa394e1e1771c3ab4825963fa03e45afb8f"
-dependencies = [
- "core-foundation-sys",
- "libc",
-]
+checksum = "f4ad8f11f288f48ca24471bbd51ac257aaeaaa07adae295591266b792902ae64"
 
 [[package]]
-name = "core-foundation-sys"
-version = "0.8.7"
+name = "bumpalo"
+version = "3.19.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
+checksum = "5dd9dc738b7a8311c7ade152424974d8115f2cdad61e8dab8dac9f2362298510"
 
 [[package]]
-name = "cpufeatures"
-version = "0.2.17"
+name = "burn"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59ed5838eebb26a2bb2e58f6d5b5316989ae9d08bab10e0e6d103e656d1b0280"
+checksum = "7235bccedf748ef484121b4581a02cdd3c3a4f77663735706fb703f46e4ddc8a"
 dependencies = [
- "libc",
+ "burn-autodiff",
+ "burn-candle",
+ "burn-collective",
+ "burn-core",
+ "burn-cpu",
+ "burn-cuda",
+ "burn-ndarray",
+ "burn-nn",
+ "burn-optim",
+ "burn-remote",
+ "burn-rocm",
+ "burn-router",
+ "burn-store",
+ "burn-tch",
+ "burn-train",
+ "burn-wgpu",
 ]
 
 [[package]]
-name = "crypto-common"
-version = "0.1.6"
+name = "burn-autodiff"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
+checksum = "3e8bf161787282be5e1444bbfa04571045b584967d066f65e13e139e40e208ee"
 dependencies = [
- "generic-array",
- "typenum",
+ "burn-backend",
+ "burn-std",
+ "derive-new",
+ "hashbrown 0.16.1",
+ "log",
+ "num-traits",
+ "parking_lot",
+ "portable-atomic",
+ "spin",
+ "tracing",
 ]
 
 [[package]]
-name = "darling"
-version = "0.20.11"
+name = "burn-backend"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fc7f46116c46ff9ab3eb1597a45688b6715c6e628b5c133e288e709a29bcb4ee"
+checksum = "31e215ff58ea2f3c22d195d2de6d3feebf072df76309c73d75d9d4cb421d04e5"
 dependencies = [
- "darling_core",
- "darling_macro",
+ "burn-std",
+ "bytemuck",
+ "cubecl",
+ "derive-new",
+ "hashbrown 0.16.1",
+ "num-traits",
+ "rand 0.9.2",
+ "rand_distr",
+ "serde",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
-name = "darling_core"
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- "quote",
- "syn",
+ "num-conv",
+ "time-core",
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- "quote",
- "syn",
+ "crunchy",
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- "windows-sys 0.52.0",
+ "tracing",
+ "windows-sys 0.61.2",
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+ "tungstenite 0.28.0",
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- "toml_datetime",
- "toml_edit",
+ "serde_spanned 0.6.9",
+ "toml_datetime 0.6.11",
+ "toml_edit 0.22.27",
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+
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+ "serde_spanned 1.0.4",
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+ "toml_parser",
+ "toml_writer",
+ "winnow",
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 [[package]]
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+dependencies = [
+ "serde_core",
+]
+
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- "serde_spanned",
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+ "serde_spanned 0.6.9",
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+[[package]]
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+ "toml_datetime 0.7.5+spec-1.1.0",
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+
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+
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-checksum = "5a6580f308b1fad9207618087a65c04e7a10bc77e02c8e84e9b00dd4b12fa0bb"
+checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
 dependencies = [
- "js-sys",
- "wasm-bindgen",
+ "windows-implement 0.60.0",
+ "windows-interface 0.59.1",
+ "windows-link 0.1.3",
+ "windows-result 0.3.4",
+ "windows-strings 0.4.2",
 ]
 
 [[package]]
-name = "webpki-roots"
-version = "1.0.1"
+name = "windows-future"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8782dd5a41a24eed3a4f40b606249b3e236ca61adf1f25ea4d45c73de122b502"
+checksum = "fc6a41e98427b19fe4b73c550f060b59fa592d7d686537eebf9385621bfbad8e"
 dependencies = [
- "rustls-pki-types",
+ "windows-core 0.61.2",
+ "windows-link 0.1.3",
+ "windows-threading",
 ]
 
 [[package]]
-name = "windows-core"
-version = "0.61.2"
+name = "windows-implement"
+version = "0.58.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
+checksum = "2bbd5b46c938e506ecbce286b6628a02171d56153ba733b6c741fc627ec9579b"
 dependencies = [
- "windows-implement",
- "windows-interface",
- "windows-link",
- "windows-result",
- "windows-strings",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2721,7 +7734,18 @@ checksum = "a47fddd13af08290e67f4acabf4b459f647552718f683a7b415d290ac744a836"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "windows-interface"
+version = "0.58.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "053c4c462dc91d3b1504c6fe5a726dd15e216ba718e84a0e46a88fbe5ded3515"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2732,7 +7756,7 @@ checksum = "bd9211b69f8dcdfa817bfd14bf1c97c9188afa36f4750130fcdf3f400eca9fa8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2741,15 +7765,40 @@ version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5e6ad25900d524eaabdbbb96d20b4311e1e7ae1699af4fb28c17ae66c80d798a"
 
+[[package]]
+name = "windows-link"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5"
+
+[[package]]
+name = "windows-numerics"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9150af68066c4c5c07ddc0ce30421554771e528bde427614c61038bc2c92c2b1"
+dependencies = [
+ "windows-core 0.61.2",
+ "windows-link 0.1.3",
+]
+
 [[package]]
 name = "windows-registry"
 version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b3bab093bdd303a1240bb99b8aba8ea8a69ee19d34c9e2ef9594e708a4878820"
 dependencies = [
- "windows-link",
- "windows-result",
- "windows-strings",
+ "windows-link 0.1.3",
+ "windows-result 0.3.4",
+ "windows-strings 0.4.2",
+]
+
+[[package]]
+name = "windows-result"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d1043d8214f791817bab27572aaa8af63732e11bf84aa21a45a78d6c317ae0e"
+dependencies = [
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -2758,7 +7807,17 @@ version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "56f42bd332cc6c8eac5af113fc0c1fd6a8fd2aa08a0119358686e5160d0586c6"
 dependencies = [
- "windows-link",
+ "windows-link 0.1.3",
+]
+
+[[package]]
+name = "windows-strings"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4cd9b125c486025df0eabcb585e62173c6c9eddcec5d117d3b6e8c30e2ee4d10"
+dependencies = [
+ "windows-result 0.2.0",
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -2767,7 +7826,7 @@ version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "56e6c93f3a0c3b36176cb1327a4958a0353d5d166c2a35cb268ace15e91d3b57"
 dependencies = [
- "windows-link",
+ "windows-link 0.1.3",
 ]
 
 [[package]]
@@ -2797,6 +7856,15 @@ dependencies = [
  "windows-targets 0.53.2",
 ]
 
+[[package]]
+name = "windows-sys"
+version = "0.61.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ae137229bcbd6cdf0f7b80a31df61766145077ddf49416a728b02cb3921ff3fc"
+dependencies = [
+ "windows-link 0.2.1",
+]
+
 [[package]]
 name = "windows-targets"
 version = "0.52.6"
@@ -2829,6 +7897,15 @@ dependencies = [
  "windows_x86_64_msvc 0.53.0",
 ]
 
+[[package]]
+name = "windows-threading"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b66463ad2e0ea3bbf808b7f1d371311c80e115c0b71d60efc142cafbcfb057a6"
+dependencies = [
+ "windows-link 0.1.3",
+]
+
 [[package]]
 name = "windows_aarch64_gnullvm"
 version = "0.52.6"
@@ -2927,9 +8004,9 @@ checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
 
 [[package]]
 name = "winnow"
-version = "0.7.11"
+version = "0.7.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74c7b26e3480b707944fc872477815d29a8e429d2f93a1ce000f5fa84a15cbcd"
+checksum = "5a5364e9d77fcdeeaa6062ced926ee3381faa2ee02d3eb83a5c27a8825540829"
 dependencies = [
  "memchr",
 ]
@@ -2940,7 +8017,19 @@ version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6f42320e61fe2cfd34354ecb597f86f413484a798ba44a8ca1165c58d42da6c1"
 dependencies = [
- "bitflags",
+ "bitflags 2.9.1",
+]
+
+[[package]]
+name = "wrapcenum-derive"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a76ff259533532054cfbaefb115c613203c73707017459206380f03b3b3f266e"
+dependencies = [
+ "darling 0.20.11",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2949,6 +8038,40 @@ version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
 
+[[package]]
+name = "xattr"
+version = "1.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32e45ad4206f6d2479085147f02bc2ef834ac85886624a23575ae137c8aa8156"
+dependencies = [
+ "libc",
+ "rustix 1.1.3",
+]
+
+[[package]]
+name = "xml-rs"
+version = "0.8.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3ae8337f8a065cfc972643663ea4279e04e7256de865aa66fe25cec5fb912d3f"
+
+[[package]]
+name = "y4m"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a5a4b21e1a62b67a2970e6831bc091d7b87e119e7f9791aef9702e3bef04448"
+
+[[package]]
+name = "yoke"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "120e6aef9aa629e3d4f52dc8cc43a015c7724194c97dfaf45180d2daf2b77f40"
+dependencies = [
+ "serde",
+ "stable_deref_trait",
+ "yoke-derive 0.7.5",
+ "zerofrom",
+]
+
 [[package]]
 name = "yoke"
 version = "0.8.0"
@@ -2957,10 +8080,22 @@ checksum = "5f41bb01b8226ef4bfd589436a297c53d118f65921786300e427be8d487695cc"
 dependencies = [
  "serde",
  "stable_deref_trait",
- "yoke-derive",
+ "yoke-derive 0.8.0",
  "zerofrom",
 ]
 
+[[package]]
+name = "yoke-derive"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
+ "synstructure",
+]
+
 [[package]]
 name = "yoke-derive"
 version = "0.8.0"
@@ -2969,7 +8104,7 @@ checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
  "synstructure",
 ]
 
@@ -2990,7 +8125,7 @@ checksum = "9ecf5b4cc5364572d7f4c329661bcc82724222973f2cab6f050a4e5c22f75181"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -3010,7 +8145,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
  "synstructure",
 ]
 
@@ -3019,6 +8154,20 @@ name = "zeroize"
 version = "1.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
+dependencies = [
+ "zeroize_derive",
+]
+
+[[package]]
+name = "zeroize_derive"
+version = "1.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85a5b4158499876c763cb03bc4e49185d3cccbabb15b33c627f7884f43db852e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
+]
 
 [[package]]
 name = "zerotrie"
@@ -3027,7 +8176,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "36f0bbd478583f79edad978b407914f61b2972f5af6fa089686016be8f9af595"
 dependencies = [
  "displaydoc",
- "yoke",
+ "yoke 0.8.0",
  "zerofrom",
 ]
 
@@ -3037,7 +8186,7 @@ version = "0.11.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4a05eb080e015ba39cc9e23bbe5e7fb04d5fb040350f99f34e338d5fdd294428"
 dependencies = [
- "yoke",
+ "yoke 0.8.0",
  "zerofrom",
  "zerovec-derive",
 ]
@@ -3050,5 +8199,177 @@ checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "zip"
+version = "0.6.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "760394e246e4c28189f19d488c058bf16f564016aefac5d32bb1f3b51d5e9261"
+dependencies = [
+ "aes",
+ "byteorder",
+ "bzip2 0.4.4",
+ "constant_time_eq 0.1.5",
+ "crc32fast",
+ "crossbeam-utils",
+ "flate2",
+ "hmac",
+ "pbkdf2 0.11.0",
+ "sha1",
+ "time",
+ "zstd 0.11.2+zstd.1.5.2",
+]
+
+[[package]]
+name = "zip"
+version = "1.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9cc23c04387f4da0374be4533ad1208cbb091d5c11d070dfef13676ad6497164"
+dependencies = [
+ "arbitrary",
+ "crc32fast",
+ "crossbeam-utils",
+ "displaydoc",
+ "indexmap",
+ "num_enum",
+ "thiserror 1.0.69",
+]
+
+[[package]]
+name = "zip"
+version = "7.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9013f1222db8a6d680f13a7ccdc60a781199cd09c2fa4eff58e728bb181757fc"
+dependencies = [
+ "aes",
+ "bzip2 0.6.1",
+ "constant_time_eq 0.3.1",
+ "crc32fast",
+ "deflate64",
+ "flate2",
+ "generic-array",
+ "getrandom 0.3.3",
+ "hmac",
+ "indexmap",
+ "lzma-rust2",
+ "memchr",
+ "pbkdf2 0.12.2",
+ "ppmd-rust",
+ "sha1",
+ "time",
+ "zeroize",
+ "zopfli",
+ "zstd 0.13.3",
+]
+
+[[package]]
+name = "zlib-rs"
+version = "0.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40990edd51aae2c2b6907af74ffb635029d5788228222c4bb811e9351c0caad3"
+
+[[package]]
+name = "zmij"
+version = "1.0.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dfcd145825aace48cff44a8844de64bf75feec3080e0aa5cdbde72961ae51a65"
+
+[[package]]
+name = "zopfli"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f05cd8797d63865425ff89b5c4a48804f35ba0ce8d125800027ad6017d2b5249"
+dependencies = [
+ "bumpalo",
+ "crc32fast",
+ "log",
+ "simd-adler32",
+]
+
+[[package]]
+name = "zstd"
+version = "0.11.2+zstd.1.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "20cc960326ece64f010d2d2107537f26dc589a6573a316bd5b1dba685fa5fde4"
+dependencies = [
+ "zstd-safe 5.0.2+zstd.1.5.2",
+]
+
+[[package]]
+name = "zstd"
+version = "0.13.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
+dependencies = [
+ "zstd-safe 7.2.4",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "5.0.2+zstd.1.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d2a5585e04f9eea4b2a3d1eca508c4dee9592a89ef6f450c11719da0726f4db"
+dependencies = [
+ "libc",
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "7.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f49c4d5f0abb602a93fb8736af2a4f4dd9512e36f7f570d66e65ff867ed3b9d"
+dependencies = [
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.0.16+zstd.1.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91e19ebc2adc8f83e43039e79776e3fda8ca919132d68a1fed6a5faca2683748"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
+
+[[package]]
+name = "zune-core"
+version = "0.4.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f423a2c17029964870cfaabb1f13dfab7d092a62a29a89264f4d36990ca414a"
+
+[[package]]
+name = "zune-core"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb8a0807f7c01457d0379ba880ba6322660448ddebc890ce29bb64da71fb40f9"
+
+[[package]]
+name = "zune-inflate"
+version = "0.2.54"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73ab332fe2f6680068f3582b16a24f90ad7096d5d39b974d1c0aff0125116f02"
+dependencies = [
+ "simd-adler32",
+]
+
+[[package]]
+name = "zune-jpeg"
+version = "0.4.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "29ce2c8a9384ad323cf564b67da86e21d3cfdff87908bc1223ed5c99bc792713"
+dependencies = [
+ "zune-core 0.4.12",
+]
+
+[[package]]
+name = "zune-jpeg"
+version = "0.5.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2959ca473aae96a14ecedf501d20b3608d2825ba280d5adb57d651721885b0c2"
+dependencies = [
+ "zune-core 0.5.1",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index 99c4c45..02bc092 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -51,6 +51,7 @@ rmcp = { version = "0.1.5", features = [
     "transport-streamable-http-client",
     "reqwest",
 ], default-features = false, git = "https://github.com/modelcontextprotocol/rust-sdk", rev = "b9d7d61" } # branch = "main"
+
 base64 = "0.22.1"
 reqwest-websocket = "0.5.0"
 futures-util = "0.3.31"
@@ -59,3 +60,7 @@ tower = { version = "0.5.2", features = ["util"] }
 tower-http = { version = "0.6.1", features = ["fs", "trace"] }
 
 chrono = "0.4.41"
+
+# vad
+silero_vad_burn = "0.1.1"
+burn = { version = "0.20", features = ["ndarray"] }
diff --git a/src/ai/mod.rs b/src/ai/mod.rs
index 5a4d52e..6dc700b 100644
--- a/src/ai/mod.rs
+++ b/src/ai/mod.rs
@@ -473,7 +473,7 @@ pub async fn llm_stable<'p, I: IntoIterator<Item = C>, C: AsRef<llm::Content>>(
         serde_json::to_string_pretty(&serde_json::json!(
             {
                 "stream": true,
-                "messages": messages,
+                "last_message": messages.last(),
                 "model": model.to_string(),
                 "tools": tool_name,
                 "extra": extra,
diff --git a/src/ai/vad.rs b/src/ai/vad.rs
index 2f3429b..7819ac7 100644
--- a/src/ai/vad.rs
+++ b/src/ai/vad.rs
@@ -1,6 +1,6 @@
 use futures_util::{
-    stream::{SplitSink, SplitStream},
     SinkExt, StreamExt,
+    stream::{SplitSink, SplitStream},
 };
 use reqwest::multipart::Part;
 use reqwest_websocket::{RequestBuilderExt, WebSocket};
@@ -101,3 +101,109 @@ impl VadRealtimeRx {
         }
     }
 }
+
+pub type VadParams = crate::config::SileroVadconfig;
+
+#[derive(Clone)]
+pub struct SileroVADFactory {
+    device: burn::backend::ndarray::NdArrayDevice,
+    params: VadParams,
+}
+
+impl SileroVADFactory {
+    pub fn new(params: VadParams) -> anyhow::Result<Self> {
+        let device = burn::backend::ndarray::NdArrayDevice::default();
+
+        Ok(SileroVADFactory { device, params })
+    }
+
+    pub fn create_session(&self) -> anyhow::Result<VadSession> {
+        let vad = Box::new(silero_vad_burn::SileroVAD6Model::new(&self.device)?);
+        VadSession::new(&self.params, vad, self.device.clone())
+    }
+}
+
+pub struct VadSession {
+    vad: Box<silero_vad_burn::SileroVAD6Model<burn::backend::NdArray>>,
+    state: Option<silero_vad_burn::PredictState<burn::backend::NdArray>>,
+    device: burn::backend::ndarray::NdArrayDevice,
+
+    in_speech: bool,
+
+    threshold: f32,
+    neg_threshold: f32,
+
+    silence_chunk_count: usize,
+    max_silence_chunks: usize,
+}
+
+impl VadSession {
+    const SAMPLE_RATE: usize = 16000;
+
+    pub fn new(
+        params: &VadParams,
+        vad: Box<silero_vad_burn::SileroVAD6Model<burn::backend::NdArray>>,
+        device: burn::backend::ndarray::NdArrayDevice,
+    ) -> anyhow::Result<Self> {
+        let state = Some(silero_vad_burn::PredictState::default(&device));
+
+        let neg_threshold = params
+            .neg_threshold
+            .unwrap_or_else(|| params.threshold - 0.15)
+            .max(0.05);
+
+        let threshold = params.threshold.min(0.95);
+        let max_silence_chunks = params.max_silence_duration_ms * (Self::SAMPLE_RATE / 1000)
+            / silero_vad_burn::CHUNK_SIZE;
+
+        Ok(VadSession {
+            vad,
+            state,
+            device,
+
+            in_speech: false,
+            threshold,
+            neg_threshold,
+
+            silence_chunk_count: 0,
+            max_silence_chunks,
+        })
+    }
+
+    pub fn reset_state(&mut self) {
+        self.state = Some(silero_vad_burn::PredictState::default(&self.device));
+        self.in_speech = false;
+        self.silence_chunk_count = 0;
+    }
+
+    pub fn detect(&mut self, audio16k_chunk_512: &[f32]) -> anyhow::Result<bool> {
+        debug_assert!(
+            audio16k_chunk_512.len() <= 512,
+            "audio16k_chunk_512 length must be less than 512",
+        );
+
+        let audio_tensor =
+            burn::Tensor::<_, 1>::from_floats(audio16k_chunk_512, &self.device).unsqueeze();
+        let (state, prob) = self.vad.predict(self.state.take().unwrap(), audio_tensor)?;
+        self.state = Some(state);
+
+        let prob: Vec<f32> = prob.to_data().to_vec()?;
+
+        if prob[0] > self.threshold {
+            self.in_speech = true;
+            self.silence_chunk_count = 0;
+        } else if prob[0] < self.neg_threshold {
+            self.silence_chunk_count += 1;
+            if self.silence_chunk_count >= self.max_silence_chunks {
+                self.in_speech = false;
+            }
+        } else {
+        }
+
+        Ok(self.in_speech)
+    }
+
+    pub const fn vad_chunk_size() -> usize {
+        silero_vad_burn::CHUNK_SIZE
+    }
+}
diff --git a/src/config.rs b/src/config.rs
index 40534f1..e3dc006 100644
--- a/src/config.rs
+++ b/src/config.rs
@@ -242,6 +242,50 @@ pub enum TTSConfig {
     Elevenlabs(ElevenlabsTTS),
 }
 
+#[derive(Debug, Clone, serde::Serialize, serde::Deserialize)]
+pub struct SileroVadconfig {
+    pub threshold: f32,
+    pub neg_threshold: Option<f32>,
+
+    pub min_speech_duration_ms: usize,
+    pub max_silence_duration_ms: usize,
+    pub audio_cache_ms: usize,
+}
+
+impl SileroVadconfig {
+    pub fn default_threshold() -> f32 {
+        0.5
+    }
+
+    pub fn default_neg_threshold() -> Option<f32> {
+        None
+    }
+
+    pub fn default_min_speech_duration_ms() -> usize {
+        150
+    }
+
+    pub fn default_max_silence_duration_ms() -> usize {
+        400
+    }
+
+    pub fn default_audio_cache_ms() -> usize {
+        1000
+    }
+}
+
+impl Default for SileroVadconfig {
+    fn default() -> Self {
+        SileroVadconfig {
+            threshold: Self::default_threshold(),
+            neg_threshold: Self::default_neg_threshold(),
+            min_speech_duration_ms: Self::default_min_speech_duration_ms(),
+            max_silence_duration_ms: Self::default_max_silence_duration_ms(),
+            audio_cache_ms: Self::default_audio_cache_ms(),
+        }
+    }
+}
+
 #[derive(Debug, Clone, serde::Serialize, serde::Deserialize)]
 pub struct WhisperASRConfig {
     pub url: String,
@@ -253,8 +297,14 @@ pub struct WhisperASRConfig {
     pub model: String,
     #[serde(default)]
     pub prompt: String,
+
+    #[serde(default)]
+    pub vad: SileroVadconfig,
+
+    #[deprecated]
     #[serde(default)]
     pub vad_url: Option<String>,
+    #[deprecated]
     #[serde(default)]
     pub vad_realtime_url: Option<String>,
 }
diff --git a/src/main.rs b/src/main.rs
index 8fe1b78..97d6f4a 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -186,11 +186,10 @@ async fn routes(
     router.route(
         "/version",
         get(|| async {
-            serde_json::to_string_pretty(&serde_json::json!(
+            axum::response::Json(serde_json::json!(
             {
                 "version": env!("CARGO_PKG_VERSION"),
             }))
-            .unwrap()
         }),
     )
 }
diff --git a/src/protocol.rs b/src/protocol.rs
index d8ed4fe..f78e1bf 100644
--- a/src/protocol.rs
+++ b/src/protocol.rs
@@ -16,6 +16,8 @@ pub enum ServerEvent {
     StartVideo,
     EndVideo,
     EndResponse,
+
+    EndVad,
 }
 
 #[test]
diff --git a/src/services/mod.rs b/src/services/mod.rs
index f141560..ebaec7f 100644
--- a/src/services/mod.rs
+++ b/src/services/mod.rs
@@ -21,6 +21,8 @@ pub struct ConnectQueryParams {
     opus: bool,
     #[serde(default)]
     vowel: bool,
+    #[serde(default)]
+    server_vad: bool,
 }
 
 pub async fn v2_mixed_handler(
@@ -43,6 +45,7 @@ pub async fn v2_mixed_handler(
                 reconnect: params.reconnect,
                 opus: params.opus,
                 vowel: params.vowel,
+                server_vad: params.server_vad,
             }),
         )
         .await
diff --git a/src/services/ws.rs b/src/services/ws.rs
index 7b4c3ca..828bb59 100644
--- a/src/services/ws.rs
+++ b/src/services/ws.rs
@@ -24,6 +24,7 @@ pub enum WsCommand {
     EndAudio,
     Video(Vec<Vec<u8>>),
     EndResponse,
+    EndVad,
 }
 type WsTx = tokio::sync::mpsc::UnboundedSender<WsCommand>;
 type WsRx = tokio::sync::mpsc::UnboundedReceiver<WsCommand>;
@@ -65,6 +66,8 @@ pub struct ConnectQueryParams {
     pub opus: bool,
     #[serde(default)]
     pub vowel: bool,
+    #[serde(default)]
+    pub server_vad: bool,
 }
 
 enum WsEvent {
@@ -104,102 +107,6 @@ async fn retry_asr(
     vec![]
 }
 
-/// return: (wav_data,is_recording)
-async fn recv_audio_to_wav(
-    audio: &mut tokio::sync::mpsc::Receiver<ClientMsg>,
-) -> anyhow::Result<Vec<u8>> {
-    let mut samples = bytes::BytesMut::new();
-
-    while let Some(chunk) = audio.recv().await {
-        match chunk {
-            ClientMsg::AudioChunk(data) => {
-                samples.extend_from_slice(&data);
-            }
-            ClientMsg::Submit => {
-                log::info!("end audio");
-                break;
-            }
-            _ => {}
-        }
-    }
-
-    if samples.is_empty() {
-        return Err(anyhow::anyhow!("no audio received"));
-    }
-
-    let wav_audio = crate::util::pcm_to_wav(
-        &samples,
-        WavConfig {
-            channels: 1,
-            sample_rate: 16000,
-            bits_per_sample: 16,
-        },
-    );
-
-    Ok(wav_audio)
-}
-
-pub async fn get_whisper_asr_text(
-    client: &reqwest::Client,
-    id: &str,
-    asr: &crate::config::WhisperASRConfig,
-    audio: &mut tokio::sync::mpsc::Receiver<ClientMsg>,
-) -> anyhow::Result<String> {
-    loop {
-        let msg = audio
-            .recv()
-            .await
-            .ok_or_else(|| anyhow::anyhow!("client rx channel closed"))?;
-
-        match msg {
-            ClientMsg::Text(input) => {
-                return Ok(input);
-            }
-            ClientMsg::StartChat => {
-                // start chat
-                let wav_data = recv_audio_to_wav(audio).await?;
-                if let Some(vad_url) = &asr.vad_url {
-                    let response =
-                        crate::ai::vad::vad_detect(client, vad_url, wav_data.clone()).await;
-
-                    let is_speech = response.map(|r| !r.timestamps.is_empty()).unwrap_or(true);
-                    if !is_speech {
-                        log::info!("VAD detected no speech, ignore this audio");
-                        return Ok(String::new());
-                    }
-                }
-
-                let st = std::time::Instant::now();
-                let text = retry_asr(
-                    client,
-                    &asr.url,
-                    &asr.api_key,
-                    &asr.model,
-                    &asr.lang,
-                    &asr.prompt,
-                    wav_data,
-                    3,
-                    std::time::Duration::from_secs(10),
-                )
-                .await;
-                log::info!("`{id}` ASR took: {:?}", st.elapsed());
-                let text = text.join("\n");
-                log::info!("ASR result: {:?}", text);
-                if text.is_empty() || text.trim().starts_with("(") {
-                    return Ok(String::new());
-                }
-                return Ok(hanconv::tw2sp(text));
-            }
-            ClientMsg::Submit => {
-                continue;
-            }
-            ClientMsg::AudioChunk(_) => {
-                continue;
-            }
-        }
-    }
-}
-
 pub enum ClientMsg {
     StartChat,
     /// 16000 16bit le
@@ -272,28 +179,37 @@ async fn process_socket_io(
                         .send(ClientMsg::Submit)
                         .await
                         .map_err(|_| anyhow::anyhow!("audio_tx closed"))?;
-                    if DEBUG_WAV {
-                        let wav_data = crate::util::pcm_to_wav(
-                            &debug_wav_data,
-                            WavConfig {
-                                channels: 1,
-                                sample_rate: 16000,
-                                bits_per_sample: 16,
-                            },
-                        );
-                        std::fs::write("./recv_input.wav", wav_data)?;
-                        debug_wav_data.clear();
-                    }
                 }
                 ProcessMessageResult::Text(input) => audio_tx
                     .send(ClientMsg::Text(input))
                     .await
                     .map_err(|_| anyhow::anyhow!("audio_tx closed"))?,
                 ProcessMessageResult::Skip => {}
-                ProcessMessageResult::StartChat => audio_tx
-                    .send(ClientMsg::StartChat)
-                    .await
-                    .map_err(|_| anyhow::anyhow!("audio_tx closed"))?,
+                ProcessMessageResult::StartChat => {
+                    audio_tx
+                        .send(ClientMsg::StartChat)
+                        .await
+                        .map_err(|_| anyhow::anyhow!("audio_tx closed"))?;
+
+                    if DEBUG_WAV {
+                        if debug_wav_data.len() > 0 {
+                            let wav_data = crate::util::pcm_to_wav(
+                                &debug_wav_data,
+                                WavConfig {
+                                    channels: 1,
+                                    sample_rate: 16000,
+                                    bits_per_sample: 16,
+                                },
+                            );
+                            log::debug!(
+                                "Writing pre-chat debug wav file with size: {} bytes",
+                                wav_data.len()
+                            );
+                            std::fs::write("./recv_input.wav", wav_data)?;
+                            debug_wav_data.clear();
+                        }
+                    }
+                }
                 ProcessMessageResult::Close => {
                     return Err(anyhow::anyhow!("ws closed"));
                 }
@@ -384,6 +300,12 @@ async fn process_command(ws: &mut WebSocket, cmd: WsCommand) -> anyhow::Result<(
                 .expect("Failed to serialize JsonCommand");
             ws.send(Message::binary(end_response)).await?;
         }
+        WsCommand::EndVad => {
+            log::debug!("EndVad");
+            let end_vad = rmp_serde::to_vec(&crate::protocol::ServerEvent::EndVad)
+                .expect("Failed to serialize EndVad ServerEvent");
+            ws.send(Message::binary(end_vad)).await?;
+        }
     }
     Ok(())
 }
@@ -525,6 +447,12 @@ async fn process_command_with_opus(
                 .expect("Failed to serialize JsonCommand");
             ws.send(Message::binary(end_response)).await?;
         }
+        WsCommand::EndVad => {
+            log::debug!("EndVad");
+            let end_vad = rmp_serde::to_vec(&crate::protocol::ServerEvent::EndVad)
+                .expect("Failed to serialize EndVad ServerEvent");
+            ws.send(Message::binary(end_vad)).await?;
+        }
     }
     Ok(())
 }
diff --git a/src/services/ws/stable/asr.rs b/src/services/ws/stable/asr.rs
index 6395d5c..43433c0 100644
--- a/src/services/ws/stable/asr.rs
+++ b/src/services/ws/stable/asr.rs
@@ -1,6 +1,6 @@
 use crate::{
     config::WhisperASRConfig,
-    services::ws::{ClientMsg, ClientRx},
+    services::ws::{ClientMsg, ClientRx, SAMPLE_RATE},
 };
 
 pub type ParaformerASRSession = crate::ai::bailian::realtime_asr::ParaformerRealtimeV2Asr;
@@ -12,17 +12,227 @@ pub enum AsrSession {
 
 pub struct WhisperASRSession {
     pub config: WhisperASRConfig,
+    pub vad_session: crate::ai::vad::VadSession,
     pub client: reqwest::Client,
 }
 
 impl WhisperASRSession {
-    pub fn new(config: WhisperASRConfig) -> Self {
+    pub fn new(config: WhisperASRConfig) -> anyhow::Result<Self> {
+        let device = burn::backend::ndarray::NdArrayDevice::default();
+        let vad = Box::new(silero_vad_burn::SileroVAD6Model::new(&device)?);
+        let vad_session = crate::ai::vad::VadSession::new(&config.vad, vad, device)?;
+
         let client = reqwest::Client::new();
-        Self { config, client }
+        Ok(Self {
+            config,
+            vad_session,
+            client,
+        })
     }
 
-    pub async fn get_input(&self, id: &str, rx: &mut ClientRx) -> anyhow::Result<String> {
-        crate::services::ws::get_whisper_asr_text(&self.client, id, &self.config, rx).await
+    pub async fn get_input(&mut self, id: &str, rx: &mut ClientRx) -> anyhow::Result<String> {
+        let mut audio_buffer = bytes::BytesMut::new();
+        let mut vad_started = false;
+
+        loop {
+            let msg = rx
+                .recv()
+                .await
+                .ok_or_else(|| anyhow::anyhow!("client rx channel closed"))?;
+
+            match msg {
+                ClientMsg::Text(input) => {
+                    return Ok(input);
+                }
+                ClientMsg::StartChat => {
+                    log::info!("`{id}` starting whisper asr");
+                }
+                ClientMsg::Submit => {
+                    if vad_started {
+                        log::info!("`{id}` VAD detected speech, performing ASR");
+                        let wav_audio = crate::util::pcm_to_wav(
+                            &audio_buffer,
+                            crate::util::WavConfig {
+                                channels: 1,
+                                sample_rate: 16000,
+                                bits_per_sample: 16,
+                            },
+                        );
+
+                        let st = std::time::Instant::now();
+
+                        let text = crate::services::ws::retry_asr(
+                            &self.client,
+                            &self.config.url,
+                            &self.config.api_key,
+                            &self.config.model,
+                            &self.config.lang,
+                            &self.config.prompt,
+                            wav_audio,
+                            3,
+                            std::time::Duration::from_secs(10),
+                        )
+                        .await;
+
+                        log::info!("`{id}` ASR took: {:?}", st.elapsed());
+                        let text = text.join("\n");
+                        log::info!("ASR result: {:?}", text);
+                        if text.is_empty() || text.trim().starts_with("(") {
+                            break Ok(String::new());
+                        }
+                        break Ok(hanconv::tw2sp(text));
+                    } else {
+                        log::info!("`{id}` no speech detected by VAD, returning empty input");
+                        break Ok(String::new());
+                    }
+                }
+                ClientMsg::AudioChunk(data) => {
+                    audio_buffer.extend_from_slice(&data);
+
+                    for chunk in data.chunks(2 * crate::ai::vad::VadSession::vad_chunk_size()) {
+                        let audio_chunk = crate::util::convert_samples_i16_bytes_to_f32(chunk);
+                        debug_assert!(
+                            audio_chunk.len() <= crate::ai::vad::VadSession::vad_chunk_size()
+                        );
+                        vad_started |= self.vad_session.detect(&audio_chunk)?;
+                    }
+                }
+            }
+        }
+    }
+
+    pub async fn get_input_with_server_vad(
+        &mut self,
+        session: &mut super::Session,
+    ) -> anyhow::Result<String> {
+        let id = &session.id;
+        let mut audio_buffer = bytes::BytesMut::new();
+        let mut speech_ms = 0;
+        let min_speech_ms = 500;
+
+        // wait a StartChat first
+        loop {
+            let msg = session
+                .client_rx
+                .recv()
+                .await
+                .ok_or_else(|| anyhow::anyhow!("client rx channel closed"))?;
+
+            match msg {
+                ClientMsg::StartChat => {
+                    log::info!("`{id}` starting whisper asr");
+                    self.vad_session.reset_state();
+                    break;
+                }
+                ClientMsg::Text(input) => {
+                    return Ok(input);
+                }
+                _ => {
+                    log::warn!(
+                        "`{id}` waiting for StartChat, but got other message, returning empty input"
+                    );
+                    return Ok(String::new());
+                }
+            }
+        }
+
+        // wait for audio and vad result
+        let mut silence_ms = 0;
+
+        'vad: loop {
+            let msg = session
+                .client_rx
+                .recv()
+                .await
+                .ok_or_else(|| anyhow::anyhow!("client rx channel closed"))?;
+
+            match msg {
+                ClientMsg::Text(input) => {
+                    return Ok(input);
+                }
+                ClientMsg::StartChat => {
+                    log::warn!("`{id}` received duplicate StartChat, ignoring");
+                }
+                ClientMsg::AudioChunk(data) => {
+                    audio_buffer.extend_from_slice(&data);
+
+                    for chunk in data.chunks(2 * crate::ai::vad::VadSession::vad_chunk_size()) {
+                        let audio_chunk = crate::util::convert_samples_i16_bytes_to_f32(chunk);
+                        debug_assert!(
+                            audio_chunk.len() <= crate::ai::vad::VadSession::vad_chunk_size()
+                        );
+
+                        let chunk_ms =
+                            audio_chunk.len() / (crate::services::ws::SAMPLE_RATE as usize / 1000);
+
+                        let is_speech = self.vad_session.detect(&audio_chunk)?;
+                        log::debug!(
+                            "`{id}` server VAD detected speech: {}, {}",
+                            is_speech,
+                            speech_ms
+                        );
+                        if is_speech {
+                            speech_ms += chunk_ms;
+                            silence_ms = 0;
+                        } else {
+                            silence_ms += chunk_ms;
+                            if speech_ms >= min_speech_ms || silence_ms > 1000 * 5 {
+                                log::info!("`{id}` server VAD detected speech");
+                                break 'vad;
+                            }
+                        }
+                    }
+                }
+                ClientMsg::Submit => {
+                    log::info!("`{id}` received Submit from client");
+                    break;
+                }
+            }
+        }
+
+        session
+            .cmd_tx
+            .send(crate::services::ws::WsCommand::EndVad)?;
+
+        if speech_ms <= min_speech_ms {
+            log::info!("`{id}` no speech detected by server VAD, returning empty input");
+            return Ok(String::new());
+        }
+
+        // start asr
+        let wav_audio = crate::util::pcm_to_wav(
+            &audio_buffer,
+            crate::util::WavConfig {
+                channels: 1,
+                sample_rate: SAMPLE_RATE as u32,
+                bits_per_sample: 16,
+            },
+        );
+
+        let st = std::time::Instant::now();
+
+        let text = crate::services::ws::retry_asr(
+            &self.client,
+            &self.config.url,
+            &self.config.api_key,
+            &self.config.model,
+            &self.config.lang,
+            &self.config.prompt,
+            wav_audio,
+            3,
+            std::time::Duration::from_secs(10),
+        )
+        .await;
+
+        log::info!("`{id}` ASR took: {:?}", st.elapsed());
+        let text = text.join("\n");
+        log::info!("ASR result: {:?}", text);
+
+        if text.is_empty() || text.trim().starts_with("(") {
+            Ok(String::new())
+        } else {
+            Ok(hanconv::tw2sp(text))
+        }
     }
 }
 
@@ -85,7 +295,7 @@ impl AsrSession {
     pub async fn new_from_config(config: &crate::config::ASRConfig) -> anyhow::Result<AsrSession> {
         match config {
             crate::config::ASRConfig::Whisper(whisper_config) => Ok(AsrSession::Whisper(
-                WhisperASRSession::new(whisper_config.clone()),
+                WhisperASRSession::new(whisper_config.clone())?,
             )),
             crate::config::ASRConfig::ParaformerV2(paraformer_config) => {
                 let session = ParaformerASRSession::connect(
@@ -116,4 +326,29 @@ impl AsrSession {
             },
         }
     }
+
+    pub async fn get_input_with_server_vad(
+        &mut self,
+        session: &mut super::Session,
+    ) -> anyhow::Result<String> {
+        match self {
+            AsrSession::Whisper(asr_session) => {
+                asr_session.get_input_with_server_vad(session).await
+            }
+            AsrSession::Paraformer(asr_session) => {
+                let id = &session.id;
+                match asr_session.get_input(id, &mut session.client_rx).await {
+                    Ok(text) => Ok(text),
+                    Err(e) => {
+                        log::error!("`{id}` paraformer asr error: {e}, attempting to reconnect...");
+                        asr_session.reconnect().await.map_err(|e| {
+                            anyhow::anyhow!("`{id}` error reconnecting paraformer asr: {e}")
+                        })?;
+                        log::info!("`{id}` paraformer asr reconnected successfully");
+                        Ok(String::new())
+                    }
+                }
+            }
+        }
+    }
 }
diff --git a/src/services/ws/stable/mod.rs b/src/services/ws/stable/mod.rs
index cda5d4c..bb5440a 100644
--- a/src/services/ws/stable/mod.rs
+++ b/src/services/ws/stable/mod.rs
@@ -72,6 +72,7 @@ async fn handle_socket(
             cmd_tx,
             client_rx,
             is_reconnect: params.reconnect,
+            server_vad: params.server_vad,
         })
         .map_err(|e| anyhow::anyhow!("send session error: {}", e))?;
 
@@ -94,6 +95,7 @@ pub struct Session {
     cmd_tx: super::WsTx,
     client_rx: super::ClientRx,
     is_reconnect: bool,
+    server_vad: bool,
 }
 
 async fn run_session<S: llm::LLMExt + Send + 'static>(
@@ -114,10 +116,13 @@ async fn run_session<S: llm::LLMExt + Send + 'static>(
             session.id,
             session.request_id
         );
-        let text = asr_session
-            .get_input(&session.id, &mut session.client_rx)
-            .await?;
-
+        let text = if session.server_vad {
+            asr_session.get_input_with_server_vad(session).await?
+        } else {
+            asr_session
+                .get_input(&session.id, &mut session.client_rx)
+                .await?
+        };
         if text.is_empty() {
             log::info!(
                 "{}:{:x} empty asr result, ending session",
diff --git a/src/util.rs b/src/util.rs
index 0560827..8b8039c 100644
--- a/src/util.rs
+++ b/src/util.rs
@@ -65,6 +65,19 @@ pub fn convert_samples_f32_to_i16_bytes(samples: &[f32]) -> Vec<u8> {
     samples_i16
 }
 
+pub fn convert_samples_i16_bytes_to_f32(samples: &[u8]) -> Vec<f32> {
+    let mut samples_f32 = Vec::with_capacity(samples.len() / 2);
+    for chunk in samples.chunks(2) {
+        if chunk.len() < 2 {
+            break;
+        }
+        let sample_i16 = i16::from_le_bytes([chunk[0], chunk[1]]);
+        let sample_f32 = (sample_i16 as f32) / (std::i16::MAX as f32);
+        samples_f32.push(sample_f32);
+    }
+    samples_f32
+}
+
 pub fn convert_samples_i16_to_f32(samples: &[i16]) -> Vec<f32> {
     let mut samples_f32 = Vec::with_capacity(samples.len());
     for v in samples {

From faea9501372ddd80669e2b352608bab48834f3dc Mon Sep 17 00:00:00 2001
From: csh <458761603@qq.com>
Date: Thu, 22 Jan 2026 17:44:45 +0800
Subject: [PATCH 3/6] feat: stream whisper-asr

---
 src/config.rs                 |  18 +-
 src/services/mod.rs           |   5 +-
 src/services/ws.rs            |   2 +-
 src/services/ws/stable/asr.rs | 335 +++++++++++++++++++++++-----------
 src/services/ws/stable/mod.rs | 111 +++++++----
 5 files changed, 316 insertions(+), 155 deletions(-)

diff --git a/src/config.rs b/src/config.rs
index e3dc006..5d62f48 100644
--- a/src/config.rs
+++ b/src/config.rs
@@ -244,12 +244,16 @@ pub enum TTSConfig {
 
 #[derive(Debug, Clone, serde::Serialize, serde::Deserialize)]
 pub struct SileroVadconfig {
+    #[serde(default = "SileroVadconfig::default_threshold")]
     pub threshold: f32,
+    #[serde(default = "SileroVadconfig::default_neg_threshold")]
     pub neg_threshold: Option<f32>,
-
+    #[serde(default = "SileroVadconfig::default_min_speech_duration_ms")]
     pub min_speech_duration_ms: usize,
+    #[serde(default = "SileroVadconfig::default_max_silence_duration_ms")]
     pub max_silence_duration_ms: usize,
-    pub audio_cache_ms: usize,
+    #[serde(default = "SileroVadconfig::hangover_ms")]
+    pub hangover_ms: usize,
 }
 
 impl SileroVadconfig {
@@ -262,15 +266,15 @@ impl SileroVadconfig {
     }
 
     pub fn default_min_speech_duration_ms() -> usize {
-        150
+        400
     }
 
     pub fn default_max_silence_duration_ms() -> usize {
-        400
+        200
     }
 
-    pub fn default_audio_cache_ms() -> usize {
-        1000
+    pub fn hangover_ms() -> usize {
+        500
     }
 }
 
@@ -281,7 +285,7 @@ impl Default for SileroVadconfig {
             neg_threshold: Self::default_neg_threshold(),
             min_speech_duration_ms: Self::default_min_speech_duration_ms(),
             max_silence_duration_ms: Self::default_max_silence_duration_ms(),
-            audio_cache_ms: Self::default_audio_cache_ms(),
+            hangover_ms: Self::hangover_ms(),
         }
     }
 }
diff --git a/src/services/mod.rs b/src/services/mod.rs
index ebaec7f..2141990 100644
--- a/src/services/mod.rs
+++ b/src/services/mod.rs
@@ -7,6 +7,7 @@ use axum::{
 };
 
 pub mod file;
+#[deprecated]
 pub mod realtime_ws;
 pub mod ws;
 pub mod ws_record;
@@ -22,7 +23,7 @@ pub struct ConnectQueryParams {
     #[serde(default)]
     vowel: bool,
     #[serde(default)]
-    server_vad: bool,
+    stream_asr: bool,
 }
 
 pub async fn v2_mixed_handler(
@@ -45,7 +46,7 @@ pub async fn v2_mixed_handler(
                 reconnect: params.reconnect,
                 opus: params.opus,
                 vowel: params.vowel,
-                server_vad: params.server_vad,
+                stream_asr: params.stream_asr,
             }),
         )
         .await
diff --git a/src/services/ws.rs b/src/services/ws.rs
index 828bb59..118fd81 100644
--- a/src/services/ws.rs
+++ b/src/services/ws.rs
@@ -67,7 +67,7 @@ pub struct ConnectQueryParams {
     #[serde(default)]
     pub vowel: bool,
     #[serde(default)]
-    pub server_vad: bool,
+    pub stream_asr: bool,
 }
 
 enum WsEvent {
diff --git a/src/services/ws/stable/asr.rs b/src/services/ws/stable/asr.rs
index 43433c0..24eecdd 100644
--- a/src/services/ws/stable/asr.rs
+++ b/src/services/ws/stable/asr.rs
@@ -101,92 +101,247 @@ impl WhisperASRSession {
         }
     }
 
-    pub async fn get_input_with_server_vad(
+    pub async fn stream_get_input(
         &mut self,
         session: &mut super::Session,
     ) -> anyhow::Result<String> {
-        let id = &session.id;
         let mut audio_buffer = bytes::BytesMut::new();
-        let mut speech_ms = 0;
-        let min_speech_ms = 500;
 
-        // wait a StartChat first
-        loop {
-            let msg = session
-                .client_rx
-                .recv()
-                .await
-                .ok_or_else(|| anyhow::anyhow!("client rx channel closed"))?;
-
-            match msg {
-                ClientMsg::StartChat => {
-                    log::info!("`{id}` starting whisper asr");
-                    self.vad_session.reset_state();
-                    break;
-                }
-                ClientMsg::Text(input) => {
-                    return Ok(input);
+        async fn wait_for_chat_start(
+            session: &mut super::Session,
+        ) -> anyhow::Result<Option<String>> {
+            let id = &session.id;
+            loop {
+                let msg = session
+                    .client_rx
+                    .recv()
+                    .await
+                    .ok_or_else(|| anyhow::anyhow!("client rx channel closed"))?;
+
+                match msg {
+                    ClientMsg::StartChat => {
+                        log::info!("`{id}` starting whisper asr");
+                        return Ok(None);
+                    }
+                    ClientMsg::Text(input) => {
+                        return Ok(Some(input));
+                    }
+                    ClientMsg::AudioChunk(_) => {
+                        continue;
+                    }
+                    _ => {
+                        log::warn!(
+                            "`{id}` waiting for StartChat, but got other message, returning empty input"
+                        );
+                        return Ok(Some(String::new()));
+                    }
                 }
-                _ => {
-                    log::warn!(
-                        "`{id}` waiting for StartChat, but got other message, returning empty input"
-                    );
-                    return Ok(String::new());
+            }
+        }
+
+        async fn wait_audio(
+            session: &mut super::Session,
+            audio_buffer: &mut bytes::BytesMut,
+            vad_session: &mut crate::ai::vad::VadSession,
+            cancel_tx: tokio::sync::oneshot::Sender<()>,
+            hangover_ms: usize,
+            min_speech_ms: usize,
+        ) -> anyhow::Result<Option<String>> {
+            let mut speech_ms = 0;
+
+            let id = &session.id;
+            let mut silence_ms = 0;
+
+            'vad: loop {
+                let msg = session
+                    .client_rx
+                    .recv()
+                    .await
+                    .ok_or_else(|| anyhow::anyhow!("client rx channel closed"))?;
+
+                match msg {
+                    ClientMsg::Text(input) => {
+                        return Ok(Some(input));
+                    }
+                    ClientMsg::StartChat => {
+                        log::warn!("`{id}` received duplicate StartChat, ignoring");
+                    }
+                    ClientMsg::AudioChunk(data) => {
+                        audio_buffer.extend_from_slice(&data);
+
+                        for chunk in data.chunks(2 * crate::ai::vad::VadSession::vad_chunk_size()) {
+                            let audio_chunk = crate::util::convert_samples_i16_bytes_to_f32(chunk);
+                            debug_assert!(
+                                audio_chunk.len() <= crate::ai::vad::VadSession::vad_chunk_size()
+                            );
+
+                            let chunk_ms = audio_chunk.len()
+                                / (crate::services::ws::SAMPLE_RATE as usize / 1000);
+
+                            let is_speech = vad_session.detect(&audio_chunk)?;
+                            if is_speech {
+                                speech_ms += chunk_ms;
+                                silence_ms = 0;
+                            } else {
+                                silence_ms += chunk_ms;
+                                if speech_ms >= min_speech_ms {
+                                    log::info!(
+                                        "`{id}` server VAD detected speech end, returning input"
+                                    );
+                                    break 'vad;
+                                }
+
+                                if silence_ms > hangover_ms {
+                                    log::info!(
+                                        "`{id}` server VAD detected long silence, returning empty input"
+                                    );
+                                    break 'vad;
+                                }
+                            }
+                        }
+                    }
+                    ClientMsg::Submit => {
+                        log::warn!("`{id}` received a Unexpected Submit during Stream ASR");
+                        return Err(anyhow::anyhow!("Unexpected Submit during Stream ASR"));
+                    }
                 }
             }
+
+            if speech_ms <= min_speech_ms {
+                log::info!("`{id}` no speech detected by server VAD, returning empty input");
+                Ok(Some(String::new()))
+            } else {
+                let _ = cancel_tx.send(());
+                Ok(None)
+            }
         }
 
-        // wait for audio and vad result
-        let mut silence_ms = 0;
+        async fn wait_asr(
+            client: &reqwest::Client,
+            config: &WhisperASRConfig,
+            wav_audio: Vec<u8>,
+            cancel_: tokio::sync::oneshot::Receiver<()>,
+        ) -> String {
+            if wav_audio.is_empty() {
+                return String::new();
+            }
 
-        'vad: loop {
-            let msg = session
-                .client_rx
-                .recv()
-                .await
-                .ok_or_else(|| anyhow::anyhow!("client rx channel closed"))?;
+            let now = std::time::Instant::now();
+            log::info!(
+                "`Starting ASR request, audio size: {} bytes",
+                wav_audio.len()
+            );
+
+            let asr_text_fut = crate::services::ws::retry_asr(
+                client,
+                &config.url,
+                &config.api_key,
+                &config.model,
+                &config.lang,
+                &config.prompt,
+                wav_audio,
+                3,
+                std::time::Duration::from_secs(10),
+            );
+
+            struct NeverReady;
+            impl std::future::Future for NeverReady {
+                type Output = ();
+                fn poll(
+                    self: std::pin::Pin<&mut Self>,
+                    _: &mut std::task::Context<'_>,
+                ) -> std::task::Poll<Self::Output> {
+                    std::task::Poll::Pending
+                }
+            }
 
-            match msg {
-                ClientMsg::Text(input) => {
-                    return Ok(input);
+            let cancel_fut = async {
+                let r = cancel_.await;
+                if r.is_err() {
+                    NeverReady.await
+                } else {
+                    log::info!("ASR request cancelled");
                 }
-                ClientMsg::StartChat => {
-                    log::warn!("`{id}` received duplicate StartChat, ignoring");
+            };
+
+            let text = tokio::select! {
+                text = asr_text_fut => {
+                    log::info!("ASR request took: {:?}", now.elapsed());
+                    log::info!("ASR result: {:?}", text);
+                    text
                 }
-                ClientMsg::AudioChunk(data) => {
-                    audio_buffer.extend_from_slice(&data);
+                _ = cancel_fut => {
+                    vec![]
+                }
+            };
 
-                    for chunk in data.chunks(2 * crate::ai::vad::VadSession::vad_chunk_size()) {
-                        let audio_chunk = crate::util::convert_samples_i16_bytes_to_f32(chunk);
-                        debug_assert!(
-                            audio_chunk.len() <= crate::ai::vad::VadSession::vad_chunk_size()
-                        );
+            let text = text.join("\n");
 
-                        let chunk_ms =
-                            audio_chunk.len() / (crate::services::ws::SAMPLE_RATE as usize / 1000);
+            if text.is_empty() || text.trim().starts_with("(") {
+                String::new()
+            } else {
+                hanconv::tw2sp(text)
+            }
+        }
 
-                        let is_speech = self.vad_session.detect(&audio_chunk)?;
-                        log::debug!(
-                            "`{id}` server VAD detected speech: {}, {}",
-                            is_speech,
-                            speech_ms
-                        );
-                        if is_speech {
-                            speech_ms += chunk_ms;
-                            silence_ms = 0;
-                        } else {
-                            silence_ms += chunk_ms;
-                            if speech_ms >= min_speech_ms || silence_ms > 1000 * 5 {
-                                log::info!("`{id}` server VAD detected speech");
-                                break 'vad;
-                            }
-                        }
-                    }
+        // wait a StartChat first
+        if let Some(input) = wait_for_chat_start(session).await? {
+            return Ok(input);
+        }
+        self.vad_session.reset_state();
+
+        let mut text;
+
+        loop {
+            // wait for audio and vad result
+
+            let wav_audio = if audio_buffer.is_empty() {
+                Vec::new()
+            } else {
+                crate::util::pcm_to_wav(
+                    &audio_buffer,
+                    crate::util::WavConfig {
+                        channels: 1,
+                        sample_rate: SAMPLE_RATE as u32,
+                        bits_per_sample: 16,
+                    },
+                )
+            };
+
+            let (tx, rx) = tokio::sync::oneshot::channel();
+            let asr_fut = wait_asr(&self.client, &self.config, wav_audio, rx);
+            let wait_audio_fut = wait_audio(
+                session,
+                &mut audio_buffer,
+                &mut self.vad_session,
+                tx,
+                self.config.vad.hangover_ms,
+                self.config.vad.min_speech_duration_ms,
+            );
+
+            let (audio_r, asr_r) = tokio::join!(wait_audio_fut, asr_fut);
+            let audio_r = audio_r?;
+            log::debug!(
+                "`{}` got audio_r: {:?}, asr_r: {}",
+                &session.id,
+                audio_r,
+                asr_r
+            );
+            if let Some(t) = audio_r {
+                if t.is_empty() {
+                    text = asr_r;
+                } else {
+                    text = t;
                 }
-                ClientMsg::Submit => {
-                    log::info!("`{id}` received Submit from client");
-                    break;
+                break;
+            } else {
+                log::debug!("continuing to wait for more audio..., asr_r: {}", asr_r);
+                if !asr_r.is_empty() {
+                    text = asr_r;
+                    session.send_asr_result(vec![text.clone()])?;
                 }
+
+                continue;
             }
         }
 
@@ -194,45 +349,7 @@ impl WhisperASRSession {
             .cmd_tx
             .send(crate::services::ws::WsCommand::EndVad)?;
 
-        if speech_ms <= min_speech_ms {
-            log::info!("`{id}` no speech detected by server VAD, returning empty input");
-            return Ok(String::new());
-        }
-
-        // start asr
-        let wav_audio = crate::util::pcm_to_wav(
-            &audio_buffer,
-            crate::util::WavConfig {
-                channels: 1,
-                sample_rate: SAMPLE_RATE as u32,
-                bits_per_sample: 16,
-            },
-        );
-
-        let st = std::time::Instant::now();
-
-        let text = crate::services::ws::retry_asr(
-            &self.client,
-            &self.config.url,
-            &self.config.api_key,
-            &self.config.model,
-            &self.config.lang,
-            &self.config.prompt,
-            wav_audio,
-            3,
-            std::time::Duration::from_secs(10),
-        )
-        .await;
-
-        log::info!("`{id}` ASR took: {:?}", st.elapsed());
-        let text = text.join("\n");
-        log::info!("ASR result: {:?}", text);
-
-        if text.is_empty() || text.trim().starts_with("(") {
-            Ok(String::new())
-        } else {
-            Ok(hanconv::tw2sp(text))
-        }
+        Ok(text)
     }
 }
 
@@ -327,14 +444,12 @@ impl AsrSession {
         }
     }
 
-    pub async fn get_input_with_server_vad(
+    pub async fn stream_get_input(
         &mut self,
         session: &mut super::Session,
     ) -> anyhow::Result<String> {
         match self {
-            AsrSession::Whisper(asr_session) => {
-                asr_session.get_input_with_server_vad(session).await
-            }
+            AsrSession::Whisper(asr_session) => asr_session.stream_get_input(session).await,
             AsrSession::Paraformer(asr_session) => {
                 let id = &session.id;
                 match asr_session.get_input(id, &mut session.client_rx).await {
diff --git a/src/services/ws/stable/mod.rs b/src/services/ws/stable/mod.rs
index bb5440a..7597a64 100644
--- a/src/services/ws/stable/mod.rs
+++ b/src/services/ws/stable/mod.rs
@@ -72,7 +72,7 @@ async fn handle_socket(
             cmd_tx,
             client_rx,
             is_reconnect: params.reconnect,
-            server_vad: params.server_vad,
+            stream_asr: params.stream_asr,
         })
         .map_err(|e| anyhow::anyhow!("send session error: {}", e))?;
 
@@ -95,7 +95,57 @@ pub struct Session {
     cmd_tx: super::WsTx,
     client_rx: super::ClientRx,
     is_reconnect: bool,
-    server_vad: bool,
+    stream_asr: bool,
+}
+
+impl Session {
+    pub fn send_asr_result(&self, texts: Vec<String>) -> anyhow::Result<()> {
+        self.cmd_tx
+            .send(super::WsCommand::AsrResult(texts))
+            .map_err(|_| {
+                anyhow::anyhow!(
+                    "{}:{:x} error sending asr result ws command",
+                    self.id,
+                    self.request_id
+                )
+            })
+    }
+
+    pub fn send_start_audio(&self, text: String) -> anyhow::Result<()> {
+        self.cmd_tx
+            .send(super::WsCommand::StartAudio(text))
+            .map_err(|_| {
+                anyhow::anyhow!(
+                    "{}:{:x} error sending start audio ws command",
+                    self.id,
+                    self.request_id
+                )
+            })
+    }
+
+    pub fn send_audio_chunk(&self, data: Vec<u8>) -> anyhow::Result<()> {
+        self.cmd_tx
+            .send(super::WsCommand::Audio(data))
+            .map_err(|_| {
+                anyhow::anyhow!(
+                    "{}:{:x} error sending audio chunk ws command",
+                    self.id,
+                    self.request_id
+                )
+            })
+    }
+
+    pub fn send_end_response(&self) -> anyhow::Result<()> {
+        self.cmd_tx
+            .send(super::WsCommand::EndResponse)
+            .map_err(|_| {
+                anyhow::anyhow!(
+                    "{}:{:x} error sending end response ws command",
+                    self.id,
+                    self.request_id
+                )
+            })
+    }
 }
 
 async fn run_session<S: llm::LLMExt + Send + 'static>(
@@ -116,8 +166,8 @@ async fn run_session<S: llm::LLMExt + Send + 'static>(
             session.id,
             session.request_id
         );
-        let text = if session.server_vad {
-            asr_session.get_input_with_server_vad(session).await?
+        let text = if session.stream_asr {
+            asr_session.stream_get_input(session).await?
         } else {
             asr_session
                 .get_input(&session.id, &mut session.client_rx)
@@ -130,16 +180,13 @@ async fn run_session<S: llm::LLMExt + Send + 'static>(
                 session.request_id
             );
 
-            session
-                .cmd_tx
-                .send(super::WsCommand::EndResponse)
-                .map_err(|_| {
-                    anyhow::anyhow!(
-                        "{}:{:x} error sending end response ws command for empty asr result",
-                        session.id,
-                        session.request_id
-                    )
-                })?;
+            session.send_end_response().map_err(|_| {
+                anyhow::anyhow!(
+                    "{}:{:x} error sending end response ws command for empty asr result",
+                    session.id,
+                    session.request_id
+                )
+            })?;
 
             continue;
         } else {
@@ -149,17 +196,14 @@ async fn run_session<S: llm::LLMExt + Send + 'static>(
                 session.request_id,
                 text
             );
-            session
-                .cmd_tx
-                .send(super::WsCommand::AsrResult(vec![text.clone()]))
-                .map_err(|_| {
-                    anyhow::anyhow!(
-                        "{}:{:x} error sending asr result ws command for message `{}`",
-                        session.id,
-                        session.request_id,
-                        text
-                    )
-                })?;
+            session.send_asr_result(vec![text.clone()]).map_err(|_| {
+                anyhow::anyhow!(
+                    "{}:{:x} error sending asr result ws command for message `{}`",
+                    session.id,
+                    session.request_id,
+                    text
+                )
+            })?;
         }
 
         let (chunks_tx, chunks_rx) = tokio::sync::mpsc::unbounded_channel();
@@ -190,16 +234,13 @@ async fn run_session<S: llm::LLMExt + Send + 'static>(
             );
         }
 
-        session
-            .cmd_tx
-            .send(super::WsCommand::EndResponse)
-            .map_err(|_| {
-                anyhow::anyhow!(
-                    "{}:{:x} error sending end response ws command after session processing",
-                    session.id,
-                    session.request_id
-                )
-            })?;
+        session.send_end_response().map_err(|_| {
+            anyhow::anyhow!(
+                "{}:{:x} error sending end response ws command after session processing",
+                session.id,
+                session.request_id
+            )
+        })?;
     }
 }
 

From 0d1ab0134f87bb3236389325e7d7e3fcdcd23273 Mon Sep 17 00:00:00 2001
From: csh <458761603@qq.com>
Date: Fri, 23 Jan 2026 02:59:24 +0800
Subject: [PATCH 4/6] feat: impl stream vad & asr when use
 ParaformerRealtimeV2Asr

---
 src/ai/bailian/realtime_asr.rs | 105 +++++++++++++++--
 src/services/ws/stable/asr.rs  | 205 ++++++++++++++++++++++++++++++---
 src/services/ws/stable/mod.rs  |  22 +++-
 src/util.rs                    |  14 +++
 4 files changed, 319 insertions(+), 27 deletions(-)

diff --git a/src/ai/bailian/realtime_asr.rs b/src/ai/bailian/realtime_asr.rs
index 4e2b7e3..4662b41 100644
--- a/src/ai/bailian/realtime_asr.rs
+++ b/src/ai/bailian/realtime_asr.rs
@@ -93,7 +93,10 @@ impl ParaformerRealtimeV2Asr {
         Ok(())
     }
 
-    pub async fn start_pcm_recognition(&mut self) -> anyhow::Result<()> {
+    pub async fn start_pcm_recognition(
+        &mut self,
+        semantic_punctuation_enabled: bool,
+    ) -> anyhow::Result<()> {
         let task_id = Uuid::new_v4().to_string();
         log::info!("Starting asr task with ID: {}", task_id);
         self.task_id = task_id;
@@ -112,6 +115,7 @@ impl ParaformerRealtimeV2Asr {
                 "parameters": {
                     "format": "pcm",
                     "sample_rate": self.sample_rate,
+                    "semantic_punctuation_enabled": semantic_punctuation_enabled,
                 },
                 "input": {}
             },
@@ -163,6 +167,7 @@ impl ParaformerRealtimeV2Asr {
                 "streaming": "duplex"
             },
             "payload": {
+                "task_group": "audio",
                 "input": {}
             }
         });
@@ -197,6 +202,7 @@ impl ParaformerRealtimeV2Asr {
                     } else if let Some(output) = response.payload.output {
                         return Ok(Some(output.sentence));
                     } else {
+                        log::error!("ASR response has no output: {:?}", text);
                         return Err(anyhow::anyhow!("ASR error: {:?}", text));
                     }
                 }
@@ -226,31 +232,116 @@ async fn test_paraformer_asr() {
     let mut asr = ParaformerRealtimeV2Asr::connect("", token, head.sample_rate)
         .await
         .unwrap();
-    asr.start_pcm_recognition().await.unwrap();
+    asr.start_pcm_recognition(false).await.unwrap();
 
     asr.send_audio(audio_data.clone()).await.unwrap();
     asr.finish_task().await.unwrap();
 
     loop {
         if let Ok(Some(sentence)) = asr.next_result().await {
-            println!("{:?}", sentence);
+            log::info!("{:?}", sentence);
             if sentence.sentence_end {
-                println!();
+                log::info!("Final sentence received, ending recognition session.");
             }
         } else {
             break;
         }
     }
 
-    asr.start_pcm_recognition().await.unwrap();
+    asr.start_pcm_recognition(false).await.unwrap();
     asr.send_audio(audio_data).await.unwrap();
     asr.finish_task().await.unwrap();
 
     loop {
         if let Ok(Some(sentence)) = asr.next_result().await {
-            println!("{:?}", sentence);
+            log::info!("{:?}", sentence);
+            if sentence.sentence_end {
+                log::info!("Final sentence received, ending recognition session.");
+            }
+        } else {
+            break;
+        }
+    }
+}
+
+// cargo test --package echokit_server --bin echokit_server -- ai::bailian::realtime_asr::test_paraformer_stream_asr --exact --show-output
+#[tokio::test]
+async fn test_paraformer_stream_asr() {
+    env_logger::init();
+    let token = std::env::var("COSYVOICE_TOKEN").unwrap();
+
+    let data = std::fs::read("./resources/test/out.wav").unwrap();
+    let mut reader = wav_io::reader::Reader::from_vec(data).expect("Failed to create WAV reader");
+    let header = reader.read_header().unwrap();
+    let mut samples = crate::util::get_samples_f32(&mut reader).unwrap();
+
+    // pad 10 seconds of silence
+    samples.extend_from_slice(&[0.0; 16000 * 10]);
+
+    let samples = crate::util::convert_samples_f32_to_i16_bytes(&samples);
+    let audio_data = bytes::Bytes::from(samples);
+
+    let mut asr = ParaformerRealtimeV2Asr::connect("", token, header.sample_rate)
+        .await
+        .unwrap();
+    asr.start_pcm_recognition(true).await.unwrap();
+
+    let mut ms = 0;
+
+    for chunk in audio_data.chunks(3200) {
+        ms += 100;
+        log::info!("Sending audio chunk at {} ms", ms);
+        asr.send_audio(Bytes::copy_from_slice(chunk)).await.unwrap();
+        // tokio::time::sleep(tokio::time::Duration::from_millis(100)).await;
+        let wait_asr_fut = asr.next_result();
+
+        let (sentence, has_result) = tokio::select! {
+            res = wait_asr_fut => {
+                (res.unwrap(),true)
+            }
+            _ = async {} => {
+                (None,false)
+            }
+        };
+
+        if has_result {
+            log::info!("{:?} {ms}", sentence);
+        }
+
+        if let Some(s) = sentence {
+            if s.sentence_end {
+                break;
+            }
+        }
+    }
+
+    asr.finish_task().await.unwrap();
+
+    loop {
+        if let Ok(Some(sentence)) = asr.next_result().await {
+            log::info!("{:?}", sentence);
+            if sentence.sentence_end {
+                log::info!("End of sentence");
+            }
+        } else {
+            break;
+        }
+    }
+
+    asr.start_pcm_recognition(true).await.unwrap();
+
+    ms = 0;
+    for chunk in audio_data.chunks(3200) {
+        ms += 100;
+        log::info!("Sending audio chunk at {} ms", ms);
+        asr.send_audio(Bytes::copy_from_slice(chunk)).await.unwrap();
+        // tokio::time::sleep(tokio::time::Duration::from_millis(100)).await;
+    }
+    loop {
+        if let Ok(Some(sentence)) = asr.next_result().await {
+            log::info!("{:?}", sentence);
             if sentence.sentence_end {
-                println!();
+                log::info!("End of sentence");
             }
         } else {
             break;
diff --git a/src/services/ws/stable/asr.rs b/src/services/ws/stable/asr.rs
index 24eecdd..a8e583f 100644
--- a/src/services/ws/stable/asr.rs
+++ b/src/services/ws/stable/asr.rs
@@ -1,4 +1,5 @@
 use crate::{
+    ai::bailian::realtime_asr::ResponsePayloadOutputSentence,
     config::WhisperASRConfig,
     services::ws::{ClientMsg, ClientRx, SAMPLE_RATE},
 };
@@ -345,9 +346,7 @@ impl WhisperASRSession {
             }
         }
 
-        session
-            .cmd_tx
-            .send(crate::services::ws::WsCommand::EndVad)?;
+        session.send_end_vad()?;
 
         Ok(text)
     }
@@ -370,7 +369,7 @@ impl ParaformerASRSession {
                 }
                 ClientMsg::StartChat => {
                     log::info!("`{id}` starting paraformer asr");
-                    if let Err(e) = self.start_pcm_recognition().await {
+                    if let Err(e) = self.start_pcm_recognition(false).await {
                         log::warn!(
                             "`{id}` error starting paraformer asr: {e}, attempting to reconnect..."
                         );
@@ -378,7 +377,7 @@ impl ParaformerASRSession {
                             anyhow::anyhow!("`{id}` error reconnecting paraformer asr: {e}")
                         })?;
                         log::info!("`{id}` paraformer asr reconnected successfully");
-                        self.start_pcm_recognition().await.map_err(|e| {
+                        self.start_pcm_recognition(false).await.map_err(|e| {
                             anyhow::anyhow!("`{id}` error starting paraformer asr: {e}")
                         })?;
                     }
@@ -406,6 +405,187 @@ impl ParaformerASRSession {
         }
         Ok(text)
     }
+
+    pub async fn stream_get_input(
+        &mut self,
+        session: &mut super::Session,
+    ) -> anyhow::Result<String> {
+        log::info!("`{}` paraformer start stream asr", session.id);
+        let mut start_submit = false;
+
+        enum SelectResult {
+            ClientMsg(Option<ClientMsg>),
+            AsrResult(anyhow::Result<Option<ResponsePayloadOutputSentence>>),
+        }
+
+        let mut asr_text = String::new();
+        let mut recv_any_asr_result = false;
+        let mut recv_audio_bytes = 0;
+
+        loop {
+            let client_fut = session.client_rx.recv();
+            let asr_fut = self.next_result();
+            let r = tokio::select! {
+                asr = asr_fut => SelectResult::AsrResult(asr),
+                chunk = client_fut => SelectResult::ClientMsg(chunk),
+            };
+
+            match r {
+                SelectResult::ClientMsg(chunk) => {
+                    if let Some(chunk) = chunk {
+                        match chunk {
+                            ClientMsg::Text(input) => {
+                                return Ok(input);
+                            }
+                            ClientMsg::AudioChunk(data) => {
+                                recv_audio_bytes += data.len();
+                                if !recv_any_asr_result && recv_audio_bytes >= 16000 * 10 {
+                                    log::warn!(
+                                        "`{}` paraformer asr received more than 30s audio without StartChat, starting automatically",
+                                        session.id
+                                    );
+                                    break;
+                                }
+                                // skip sending audio if not started yet
+                                if start_submit {
+                                    self.send_audio(data).await.map_err(|e| {
+                                        anyhow::anyhow!(
+                                            "`{}` error sending paraformer asr audio: {e}",
+                                            session.id
+                                        )
+                                    })?;
+                                } else {
+                                    log::debug!(
+                                        "`{}` paraformer asr not started yet, ignoring audio chunk",
+                                        session.id
+                                    );
+                                }
+                            }
+                            ClientMsg::Submit => {
+                                log::warn!(
+                                    "`{}` received a Unexpected Submit during Stream ASR",
+                                    session.id
+                                );
+                                return Err(anyhow::anyhow!("Unexpected Submit during Stream ASR"));
+                            }
+                            ClientMsg::StartChat => {
+                                log::info!("`{}` starting paraformer asr", session.id);
+                                if start_submit {
+                                    log::warn!(
+                                        "`{}` paraformer asr already started, ignoring duplicate StartChat",
+                                        session.id
+                                    );
+                                    continue;
+                                }
+                                if let Err(e) = self.start_pcm_recognition(true).await {
+                                    log::warn!(
+                                        "`{}` error starting paraformer asr: {e}, attempting to reconnect...",
+                                        session.id
+                                    );
+                                    for i in 0..3 {
+                                        if let Err(e) = self.reconnect().await {
+                                            log::warn!(
+                                                "`{}` attempt {} error reconnecting paraformer asr: {e}",
+                                                session.id,
+                                                i + 1
+                                            );
+                                            if i == 2 {
+                                                return Err(anyhow::anyhow!(
+                                                    "`{}` failed to reconnect paraformer asr after 3 attempts: {e}",
+                                                    session.id
+                                                ));
+                                            }
+                                        } else {
+                                            break;
+                                        }
+                                    }
+
+                                    log::info!(
+                                        "`{}` paraformer asr reconnected successfully",
+                                        session.id
+                                    );
+                                    self.start_pcm_recognition(true).await.map_err(|e| {
+                                        anyhow::anyhow!(
+                                            "`{}` error starting paraformer asr: {e}",
+                                            session.id
+                                        )
+                                    })?;
+                                }
+                                start_submit = true;
+                            }
+                        }
+                    } else {
+                        log::warn!("`{}` client rx channel closed unexpectedly", session.id);
+                        break;
+                    }
+                }
+                SelectResult::AsrResult(Ok(sentence)) => {
+                    if let Some(sentence) = sentence {
+                        recv_any_asr_result = true;
+                        if sentence.sentence_end {
+                            log::info!(
+                                "`{}` paraformer ASR final result: {:?}",
+                                session.id,
+                                sentence.text
+                            );
+
+                            asr_text = sentence.text;
+                            break;
+                        } else {
+                            log::info!(
+                                "`{}` paraformer ASR interim result: {:?}",
+                                session.id,
+                                sentence.text
+                            );
+                            if sentence.text.is_empty() {
+                                continue;
+                            }
+                            if asr_text == sentence.text {
+                                continue;
+                            }
+                            asr_text = sentence.text.clone();
+                            session.send_asr_result(vec![sentence.text])?;
+                        }
+                    } else {
+                        log::warn!(
+                            "`{}` paraformer ASR result stream ended unexpectedly",
+                            session.id
+                        );
+                        break;
+                    }
+                }
+                SelectResult::AsrResult(Err(e)) => {
+                    log::warn!(
+                        "`{}` paraformer ASR error getting result: {e}, attempting to reconnect...",
+                        session.id
+                    );
+                }
+            }
+        }
+
+        let _ = self.finish_task().await.map_err(|e| {
+            log::warn!("`{}` error finishing paraformer asr task: {e}", session.id);
+        });
+
+        loop {
+            if let Ok(Some(sentence)) = self.next_result().await {
+                if sentence.sentence_end {
+                    log::info!(
+                        "`{}` paraformer ASR final result after finish: {:?}",
+                        session.id,
+                        sentence.text
+                    );
+                    asr_text += &sentence.text;
+                    break;
+                }
+            } else {
+                break;
+            }
+        }
+
+        session.send_end_vad()?;
+        Ok(asr_text)
+    }
 }
 
 impl AsrSession {
@@ -450,20 +630,7 @@ impl AsrSession {
     ) -> anyhow::Result<String> {
         match self {
             AsrSession::Whisper(asr_session) => asr_session.stream_get_input(session).await,
-            AsrSession::Paraformer(asr_session) => {
-                let id = &session.id;
-                match asr_session.get_input(id, &mut session.client_rx).await {
-                    Ok(text) => Ok(text),
-                    Err(e) => {
-                        log::error!("`{id}` paraformer asr error: {e}, attempting to reconnect...");
-                        asr_session.reconnect().await.map_err(|e| {
-                            anyhow::anyhow!("`{id}` error reconnecting paraformer asr: {e}")
-                        })?;
-                        log::info!("`{id}` paraformer asr reconnected successfully");
-                        Ok(String::new())
-                    }
-                }
-            }
+            AsrSession::Paraformer(asr_session) => asr_session.stream_get_input(session).await,
         }
     }
 }
diff --git a/src/services/ws/stable/mod.rs b/src/services/ws/stable/mod.rs
index 7597a64..9e6d547 100644
--- a/src/services/ws/stable/mod.rs
+++ b/src/services/ws/stable/mod.rs
@@ -146,6 +146,16 @@ impl Session {
                 )
             })
     }
+
+    pub fn send_end_vad(&self) -> anyhow::Result<()> {
+        self.cmd_tx.send(super::WsCommand::EndVad).map_err(|_| {
+            anyhow::anyhow!(
+                "{}:{:x} error sending vad end ws command",
+                self.id,
+                self.request_id
+            )
+        })
+    }
 }
 
 async fn run_session<S: llm::LLMExt + Send + 'static>(
@@ -167,7 +177,17 @@ async fn run_session<S: llm::LLMExt + Send + 'static>(
             session.request_id
         );
         let text = if session.stream_asr {
-            asr_session.stream_get_input(session).await?
+            let text = asr_session.stream_get_input(session).await;
+            if text.is_err() {
+                session.send_end_vad().map_err(|_| {
+                    anyhow::anyhow!(
+                        "{}:{:x} error sending end vad ws command after asr error",
+                        session.id,
+                        session.request_id
+                    )
+                })?;
+            }
+            text?
         } else {
             asr_session
                 .get_input(&session.id, &mut session.client_rx)
diff --git a/src/util.rs b/src/util.rs
index 8b8039c..100adaa 100644
--- a/src/util.rs
+++ b/src/util.rs
@@ -92,6 +92,14 @@ pub fn get_samples_f32(reader: &mut wav_io::reader::Reader) -> Result<Vec<f32>,
     loop {
         // read chunks
         let chunk_tag = reader.read_str4();
+
+        if chunk_tag == "RIFF" {
+            return Err(DecodeError::InvalidTag {
+                expected: "any data chunk",
+                found: "RIFF".to_string(),
+            });
+        }
+
         if chunk_tag == "" {
             break;
         }
@@ -200,6 +208,12 @@ pub fn get_samples_i16(reader: &mut wav_io::reader::Reader) -> Result<Vec<i16>,
     loop {
         // read chunks
         let chunk_tag = reader.read_str4();
+        if chunk_tag == "RIFF" {
+            return Err(DecodeError::InvalidTag {
+                expected: "any data chunk",
+                found: "RIFF".to_string(),
+            });
+        }
         if chunk_tag == "" {
             break;
         }

From af4ef7f0bb3b73e19cc37cede791f330982d5968 Mon Sep 17 00:00:00 2001
From: csh <458761603@qq.com>
Date: Fri, 23 Jan 2026 03:12:00 +0800
Subject: [PATCH 5/6] fix: don't recv asr event before start_pcm_recognition

---
 src/services/ws/stable/asr.rs | 46 ++++++++++++++++++++---------------
 1 file changed, 26 insertions(+), 20 deletions(-)

diff --git a/src/services/ws/stable/asr.rs b/src/services/ws/stable/asr.rs
index a8e583f..132e030 100644
--- a/src/services/ws/stable/asr.rs
+++ b/src/services/ws/stable/asr.rs
@@ -423,11 +423,16 @@ impl ParaformerASRSession {
         let mut recv_audio_bytes = 0;
 
         loop {
-            let client_fut = session.client_rx.recv();
-            let asr_fut = self.next_result();
-            let r = tokio::select! {
-                asr = asr_fut => SelectResult::AsrResult(asr),
-                chunk = client_fut => SelectResult::ClientMsg(chunk),
+            let r = if start_submit {
+                let client_fut = session.client_rx.recv();
+                let asr_fut = self.next_result();
+                tokio::select! {
+                    asr = asr_fut => SelectResult::AsrResult(asr),
+                    chunk = client_fut => SelectResult::ClientMsg(chunk),
+                }
+            } else {
+                let chunk = session.client_rx.recv().await;
+                SelectResult::ClientMsg(chunk)
             };
 
             match r {
@@ -563,26 +568,27 @@ impl ParaformerASRSession {
             }
         }
 
-        let _ = self.finish_task().await.map_err(|e| {
-            log::warn!("`{}` error finishing paraformer asr task: {e}", session.id);
-        });
+        if start_submit {
+            let _ = self.finish_task().await.map_err(|e| {
+                log::warn!("`{}` error finishing paraformer asr task: {e}", session.id);
+            });
 
-        loop {
-            if let Ok(Some(sentence)) = self.next_result().await {
-                if sentence.sentence_end {
-                    log::info!(
-                        "`{}` paraformer ASR final result after finish: {:?}",
-                        session.id,
-                        sentence.text
-                    );
-                    asr_text += &sentence.text;
+            loop {
+                if let Ok(Some(sentence)) = self.next_result().await {
+                    if sentence.sentence_end {
+                        log::info!(
+                            "`{}` paraformer ASR final result after finish: {:?}",
+                            session.id,
+                            sentence.text
+                        );
+                        asr_text += &sentence.text;
+                        break;
+                    }
+                } else {
                     break;
                 }
-            } else {
-                break;
             }
         }
-
         session.send_end_vad()?;
         Ok(asr_text)
     }

From c738ca8d7d5e5a8b2a8fee6c7d44625d7bf3b42d Mon Sep 17 00:00:00 2001
From: csh <458761603@qq.com>
Date: Fri, 23 Jan 2026 03:41:23 +0800
Subject: [PATCH 6/6] fix typo

---
 src/ai/vad.rs                 |  2 +-
 src/config.rs                 | 20 ++++++++++----------
 src/services/ws.rs            |  2 +-
 src/services/ws/stable/asr.rs |  2 +-
 4 files changed, 13 insertions(+), 13 deletions(-)

diff --git a/src/ai/vad.rs b/src/ai/vad.rs
index 7819ac7..b5da9e0 100644
--- a/src/ai/vad.rs
+++ b/src/ai/vad.rs
@@ -102,7 +102,7 @@ impl VadRealtimeRx {
     }
 }
 
-pub type VadParams = crate::config::SileroVadconfig;
+pub type VadParams = crate::config::SileroVadConfig;
 
 #[derive(Clone)]
 pub struct SileroVADFactory {
diff --git a/src/config.rs b/src/config.rs
index 5d62f48..dc4b69b 100644
--- a/src/config.rs
+++ b/src/config.rs
@@ -243,20 +243,20 @@ pub enum TTSConfig {
 }
 
 #[derive(Debug, Clone, serde::Serialize, serde::Deserialize)]
-pub struct SileroVadconfig {
-    #[serde(default = "SileroVadconfig::default_threshold")]
+pub struct SileroVadConfig {
+    #[serde(default = "SileroVadConfig::default_threshold")]
     pub threshold: f32,
-    #[serde(default = "SileroVadconfig::default_neg_threshold")]
+    #[serde(default = "SileroVadConfig::default_neg_threshold")]
     pub neg_threshold: Option<f32>,
-    #[serde(default = "SileroVadconfig::default_min_speech_duration_ms")]
+    #[serde(default = "SileroVadConfig::default_min_speech_duration_ms")]
     pub min_speech_duration_ms: usize,
-    #[serde(default = "SileroVadconfig::default_max_silence_duration_ms")]
+    #[serde(default = "SileroVadConfig::default_max_silence_duration_ms")]
     pub max_silence_duration_ms: usize,
-    #[serde(default = "SileroVadconfig::hangover_ms")]
+    #[serde(default = "SileroVadConfig::hangover_ms")]
     pub hangover_ms: usize,
 }
 
-impl SileroVadconfig {
+impl SileroVadConfig {
     pub fn default_threshold() -> f32 {
         0.5
     }
@@ -278,9 +278,9 @@ impl SileroVadconfig {
     }
 }
 
-impl Default for SileroVadconfig {
+impl Default for SileroVadConfig {
     fn default() -> Self {
-        SileroVadconfig {
+        SileroVadConfig {
             threshold: Self::default_threshold(),
             neg_threshold: Self::default_neg_threshold(),
             min_speech_duration_ms: Self::default_min_speech_duration_ms(),
@@ -303,7 +303,7 @@ pub struct WhisperASRConfig {
     pub prompt: String,
 
     #[serde(default)]
-    pub vad: SileroVadconfig,
+    pub vad: SileroVadConfig,
 
     #[deprecated]
     #[serde(default)]
diff --git a/src/services/ws.rs b/src/services/ws.rs
index 118fd81..2c9cf0a 100644
--- a/src/services/ws.rs
+++ b/src/services/ws.rs
@@ -192,7 +192,7 @@ async fn process_socket_io(
                         .map_err(|_| anyhow::anyhow!("audio_tx closed"))?;
 
                     if DEBUG_WAV {
-                        if debug_wav_data.len() > 0 {
+                        if !debug_wav_data.is_empty() {
                             let wav_data = crate::util::pcm_to_wav(
                                 &debug_wav_data,
                                 WavConfig {
diff --git a/src/services/ws/stable/asr.rs b/src/services/ws/stable/asr.rs
index 132e030..22bb22f 100644
--- a/src/services/ws/stable/asr.rs
+++ b/src/services/ws/stable/asr.rs
@@ -446,7 +446,7 @@ impl ParaformerASRSession {
                                 recv_audio_bytes += data.len();
                                 if !recv_any_asr_result && recv_audio_bytes >= 16000 * 10 {
                                     log::warn!(
-                                        "`{}` paraformer asr received more than 30s audio without StartChat, starting automatically",
+                                        "`{}` paraformer asr received more than 10s audio without StartChat, starting automatically",
                                         session.id
                                     );
                                     break;