diff --git a/Cargo.lock b/Cargo.lock
index e83b480c9f..f276612c19 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -221,6 +221,17 @@ dependencies = [
  "vad-ext",
 ]
 
+[[package]]
+name = "ahash"
+version = "0.7.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "891477e0c6a8957309ee5c45a6368af3ae14bb510732d2684ffa19af310920f9"
+dependencies = [
+ "getrandom 0.2.17",
+ "once_cell",
+ "version_check",
+]
+
 [[package]]
 name = "ahash"
 version = "0.8.12"
@@ -452,6 +463,15 @@ name = "anyhow"
 version = "1.0.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a23eb6b1614318a8071c9b2521f36b424b2c83db5eb3a0fead4a6c0809af6e61"
+dependencies = [
+ "backtrace",
+]
+
+[[package]]
+name = "anymap2"
+version = "0.13.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d301b3b94cb4b2f23d7917810addbbaff90738e0ca2be692bd027e70d7e0330c"
 
 [[package]]
 name = "aotuv_lancer_vorbis_sys"
@@ -1178,7 +1198,7 @@ dependencies = [
  "futures-util",
  "hound",
  "rodio",
- "rubato",
+ "rubato 0.16.2",
  "thiserror 2.0.17",
  "tokio",
  "vorbis_rs",
@@ -2614,7 +2634,7 @@ version = "0.55.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b0839c297f8783316fcca9d90344424e968395413f0662a5481f79c6648bbc14"
 dependencies = [
- "ahash",
+ "ahash 0.8.12",
  "cached_proc_macro",
  "cached_proc_macro_types",
  "hashbrown 0.14.5",
@@ -2713,7 +2733,7 @@ dependencies = [
  "cudarc",
  "gemm 0.17.1",
  "half",
- "memmap2",
+ "memmap2 0.9.9",
  "metal 0.27.0",
  "num-traits",
  "num_cpus",
@@ -2976,7 +2996,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3e964125508474a83c95eb935697abbeb446ff4e9d62c71ce880e3986d1c606b"
 dependencies = [
  "chinese-variant",
- "enum-ordinalize",
+ "enum-ordinalize 4.3.2",
  "num-bigint",
  "num-traits",
 ]
@@ -4508,6 +4528,29 @@ dependencies = [
  "uuid",
 ]
 
+[[package]]
+name = "deep_filter"
+version = "0.5.6"
+source = "git+https://github.com/Rikorose/DeepFilterNet?tag=v0.5.6#978576aa8400552a4ce9730838c635aa30db5e61"
+dependencies = [
+ "anyhow",
+ "flate2",
+ "itertools 0.10.5",
+ "log",
+ "ndarray 0.15.6",
+ "num-complex",
+ "realfft",
+ "rubato 0.14.1",
+ "rust-ini 0.19.0",
+ "rustfft",
+ "tar",
+ "thiserror 1.0.69",
+ "tract-core",
+ "tract-hir",
+ "tract-onnx",
+ "tract-pulse",
+]
+
 [[package]]
 name = "deepgram"
 version = "0.7.0"
@@ -4662,6 +4705,19 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "denoise"
+version = "0.1.0"
+dependencies = [
+ "criterion",
+ "data",
+ "deep_filter",
+ "hound",
+ "ndarray 0.15.6",
+ "rodio",
+ "thiserror 2.0.17",
+]
+
 [[package]]
 name = "der"
 version = "0.6.1"
@@ -4693,6 +4749,17 @@ dependencies = [
  "serde_core",
 ]
 
+[[package]]
+name = "derive-new"
+version = "0.5.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3418329ca0ad70234b9735dc4ceed10af4df60eff9c8e7b06cb5e520d92c3535"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "derive_arbitrary"
 version = "1.4.2"
@@ -5308,6 +5375,18 @@ dependencies = [
  "zeroize",
 ]
 
+[[package]]
+name = "educe"
+version = "0.4.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0f0042ff8246a363dbe77d2ceedb073339e85a804b9a47636c6e016a9a32c05f"
+dependencies = [
+ "enum-ordinalize 3.1.15",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "either"
 version = "1.15.0"
@@ -5448,6 +5527,19 @@ dependencies = [
  "syn 2.0.114",
 ]
 
+[[package]]
+name = "enum-ordinalize"
+version = "3.1.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1bf1fa3f06bbff1ea5b1a9c7b14aa992a39657db60a2759457328d7e058f49ee"
+dependencies = [
+ "num-bigint",
+ "num-traits",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
+]
+
 [[package]]
 name = "enum-ordinalize"
 version = "4.3.2"
@@ -6072,7 +6164,7 @@ checksum = "b0299020c3ef3f60f526a4f64ab4a3d4ce116b1acbf24cdd22da0068e5d81dc3"
 dependencies = [
  "fontconfig-parser",
  "log",
- "memmap2",
+ "memmap2 0.9.9",
  "slotmap",
  "tinyvec",
  "ttf-parser 0.20.0",
@@ -6086,7 +6178,7 @@ checksum = "457e789b3d1202543297a350643cf459f836cade38934e7a4cf6a39e7cde2905"
 dependencies = [
  "fontconfig-parser",
  "log",
- "memmap2",
+ "memmap2 0.9.9",
  "slotmap",
  "tinyvec",
  "ttf-parser 0.25.1",
@@ -6816,7 +6908,7 @@ version = "0.1.0"
 dependencies = [
  "byteorder",
  "dirs 6.0.0",
- "memmap2",
+ "memmap2 0.9.9",
  "strum 0.26.3",
  "thiserror 2.0.17",
 ]
@@ -7012,7 +7104,7 @@ dependencies = [
  "bstr",
  "gix-chunk",
  "gix-hash 0.17.0",
- "memmap2",
+ "memmap2 0.9.9",
  "thiserror 2.0.17",
 ]
 
@@ -7283,7 +7375,7 @@ dependencies = [
  "hashbrown 0.14.5",
  "itoa",
  "libc",
- "memmap2",
+ "memmap2 0.9.9",
  "rustix 0.38.44",
  "smallvec 1.15.1",
  "thiserror 2.0.17",
@@ -7355,7 +7447,7 @@ dependencies = [
  "gix-hashtable",
  "gix-object",
  "gix-path",
- "memmap2",
+ "memmap2 0.9.9",
  "smallvec 1.15.1",
  "thiserror 2.0.17",
 ]
@@ -7457,7 +7549,7 @@ dependencies = [
  "gix-tempfile",
  "gix-utils 0.2.0",
  "gix-validate 0.9.4",
- "memmap2",
+ "memmap2 0.9.9",
  "thiserror 2.0.17",
  "winnow 0.7.14",
 ]
@@ -8496,19 +8588,34 @@ dependencies = [
  "byteorder",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ab5ef0d4909ef3724cc8cce6ccc8572c5c817592e9285f5464f8e86f8bd3726e"
+dependencies = [
+ "ahash 0.7.8",
+]
+
 [[package]]
 name = "hashbrown"
 version = "0.12.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888"
 
+[[package]]
+name = "hashbrown"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "43a3c133739dddd0d2990f9a4bdf8eb4b21ef50e4851ca85ab661199821d510e"
+
 [[package]]
 name = "hashbrown"
 version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
 dependencies = [
- "ahash",
+ "ahash 0.8.12",
  "allocator-api2",
 ]
 
@@ -9953,7 +10060,7 @@ version = "0.29.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "161c33c3ec738cfea3288c5c53dfcdb32fd4fc2954de86ea06f71b5a1a40bfcd"
 dependencies = [
- "ahash",
+ "ahash 0.8.12",
  "base64 0.22.1",
  "bytecount",
  "email_address",
@@ -10039,7 +10146,7 @@ source = "git+https://github.com/thewh1teagle/pyannote-rs?rev=d97bd3b#d97bd3b9d5
 dependencies = [
  "eyre",
  "knf-rs-sys",
- "ndarray",
+ "ndarray 0.16.1",
 ]
 
 [[package]]
@@ -10124,6 +10231,7 @@ version = "2.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "558bf9508a558512042d3095138b1f7b8fe90c5467d94f9f1da28b3731c5dbd1"
 dependencies = [
+ "serde",
  "static_assertions",
 ]
 
@@ -10538,7 +10646,7 @@ dependencies = [
  "gl",
  "image 0.25.9",
  "khronos-egl",
- "memmap2",
+ "memmap2 0.9.9",
  "rustix 1.1.3",
  "thiserror 2.0.17",
  "tracing",
@@ -10582,6 +10690,63 @@ dependencies = [
  "rand_chacha 0.3.1",
 ]
 
+[[package]]
+name = "liquid"
+version = "0.26.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4e9338405fdbc0bce9b01695b2a2ef6b20eca5363f385d47bce48ddf8323cc25"
+dependencies = [
+ "doc-comment",
+ "liquid-core",
+ "liquid-derive",
+ "liquid-lib",
+ "serde",
+]
+
+[[package]]
+name = "liquid-core"
+version = "0.26.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "feb8fed70857010ed9016ed2ce5a7f34e7cc51d5d7255c9c9dc2e3243e490b42"
+dependencies = [
+ "anymap2",
+ "itertools 0.13.0",
+ "kstring",
+ "liquid-derive",
+ "num-traits",
+ "pest",
+ "pest_derive",
+ "regex",
+ "serde",
+ "time",
+]
+
+[[package]]
+name = "liquid-derive"
+version = "0.26.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3b51f1d220e3fa869e24cfd75915efe3164bd09bb11b3165db3f37f57bf673e3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "liquid-lib"
+version = "0.26.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee1794b5605e9f8864a8a4f41aa97976b42512cc81093f8c885d29fb94c6c556"
+dependencies = [
+ "itertools 0.13.0",
+ "liquid-core",
+ "once_cell",
+ "percent-encoding",
+ "regex",
+ "time",
+ "unicode-segmentation",
+]
+
 [[package]]
 name = "litemap"
 version = "0.7.5"
@@ -10924,6 +11089,12 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "maplit"
+version = "1.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3e2e65a1a2e43cfcb47a895c4c8b10d1f4a61097f9f254f183aee60cad9c651d"
+
 [[package]]
 name = "markdown"
 version = "1.0.0-alpha.21"
@@ -11083,6 +11254,15 @@ version = "2.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f52b00d39961fc5b2736ea853c9cc86238e165017a493d1d5c8eac6bdc4cc273"
 
+[[package]]
+name = "memmap2"
+version = "0.5.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "83faa42c0a078c393f6b29d5db232d8be22776a891f8f56e5284faee4a20b327"
+dependencies = [
+ "libc",
+]
+
 [[package]]
 name = "memmap2"
 version = "0.9.9"
@@ -11183,7 +11363,7 @@ dependencies = [
  "libc",
  "log",
  "mach2",
- "memmap2",
+ "memmap2 0.9.9",
  "memoffset",
  "minidump-common",
  "nix 0.28.0",
@@ -11492,6 +11672,20 @@ dependencies = [
  "tempfile",
 ]
 
+[[package]]
+name = "ndarray"
+version = "0.15.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "adb12d4e967ec485a5f71c6311fe28158e9d6f4bc4a447b474184d0f91a8fa32"
+dependencies = [
+ "matrixmultiply",
+ "num-complex",
+ "num-integer",
+ "num-traits",
+ "rawpointer",
+ "serde",
+]
+
 [[package]]
 name = "ndarray"
 version = "0.16.1"
@@ -11831,6 +12025,7 @@ checksum = "73f88a1307638156682bada9d7604135552957b7818057dcef22705b4d509495"
 dependencies = [
  "bytemuck",
  "num-traits",
+ "serde",
 ]
 
 [[package]]
@@ -12537,7 +12732,7 @@ dependencies = [
 name = "onnx"
 version = "0.1.0"
 dependencies = [
- "ndarray",
+ "ndarray 0.16.1",
  "ort",
  "thiserror 2.0.17",
 ]
@@ -12684,6 +12879,16 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "ordered-multimap"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ed8acf08e98e744e5384c8bc63ceb0364e68a6854187221c18df61c4797690e"
+dependencies = [
+ "dlv-list",
+ "hashbrown 0.13.2",
+]
+
 [[package]]
 name = "ordered-multimap"
 version = "0.7.3"
@@ -12711,7 +12916,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1fa7e49bd669d32d7bc2a15ec540a527e7764aec722a45467814005725bcd721"
 dependencies = [
  "libloading 0.8.9",
- "ndarray",
+ "ndarray 0.16.1",
  "ort-sys",
  "smallvec 2.0.0-alpha.10",
  "tracing",
@@ -14660,7 +14865,7 @@ version = "0.29.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "40a64b3a635fad9000648b4d8a59c8710c523ab61a23d392a7d91d47683f5adc"
 dependencies = [
- "ahash",
+ "ahash 0.8.12",
  "fluent-uri",
  "once_cell",
  "parking_lot 0.12.5",
@@ -15105,6 +15310,18 @@ dependencies = [
  "zeroize",
 ]
 
+[[package]]
+name = "rubato"
+version = "0.14.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6dd52e80cfc21894deadf554a5673002938ae4625f7a283e536f9cf7c17b0d5"
+dependencies = [
+ "num-complex",
+ "num-integer",
+ "num-traits",
+ "realfft",
+]
+
 [[package]]
 name = "rubato"
 version = "0.16.2"
@@ -15152,6 +15369,16 @@ dependencies = [
  "walkdir",
 ]
 
+[[package]]
+name = "rust-ini"
+version = "0.19.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e2a3bcec1f113553ef1c88aae6c020a369d03d55b58de9869a0908930385091"
+dependencies = [
+ "cfg-if",
+ "ordered-multimap 0.6.0",
+]
+
 [[package]]
 name = "rust-ini"
 version = "0.21.3"
@@ -15159,7 +15386,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "796e8d2b6696392a43bea58116b667fb4c29727dc5abd27d6acf338bb4f688c7"
 dependencies = [
  "cfg-if",
- "ordered-multimap",
+ "ordered-multimap 0.7.3",
 ]
 
 [[package]]
@@ -15464,6 +15691,15 @@ dependencies = [
  "regex",
 ]
 
+[[package]]
+name = "scan_fmt"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b53b0a5db882a8e2fdaae0a43f7b39e7e9082389e978398bdf223a55b581248"
+dependencies = [
+ "regex",
+]
+
 [[package]]
 name = "scc"
 version = "2.4.0"
@@ -16385,9 +16621,9 @@ version = "0.1.0"
 source = "git+https://github.com/emotechlab/silero-rs?rev=26a6460#26a646003cd8532ae2dde424ccdab1b6cdf5d7b0"
 dependencies = [
  "anyhow",
- "ndarray",
+ "ndarray 0.16.1",
  "ort",
- "rubato",
+ "rubato 0.16.2",
  "thiserror 2.0.17",
  "tracing",
 ]
@@ -16848,6 +17084,17 @@ dependencies = [
  "float-cmp 0.9.0",
 ]
 
+[[package]]
+name = "string-interner"
+version = "0.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91e2531d8525b29b514d25e275a43581320d587b86db302b9a7e464bac579648"
+dependencies = [
+ "cfg-if",
+ "hashbrown 0.11.2",
+ "serde",
+]
+
 [[package]]
 name = "string_cache"
 version = "0.8.9"
@@ -17687,7 +17934,7 @@ dependencies = [
  "lru 0.12.5",
  "lz4_flex",
  "measure_time",
- "memmap2",
+ "memmap2 0.9.9",
  "once_cell",
  "oneshot",
  "rayon",
@@ -18249,7 +18496,7 @@ checksum = "444b091f24f2f6bdb4a305b54d3961f629c11861c685aceeea9a1972f89e43d5"
 dependencies = [
  "dunce",
  "plist",
- "rust-ini",
+ "rust-ini 0.21.3",
  "serde",
  "serde_json",
  "tauri",
@@ -19444,9 +19691,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c2cd081e2be8ae77e8f2a69bfa5c34d1931de1c79a32879ba02d93c55e084a5f"
 dependencies = [
  "log",
- "ndarray",
+ "ndarray 0.16.1",
  "ort",
- "rubato",
+ "rubato 0.16.2",
  "rustfft",
  "thiserror 2.0.17",
 ]
@@ -19754,7 +20001,7 @@ version = "0.21.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a620b996116a59e184c2fa2dfd8251ea34a36d0a514758c6f966386bd2e03476"
 dependencies = [
- "ahash",
+ "ahash 0.8.12",
  "aho-corasick",
  "compact_str",
  "dary_heap",
@@ -20347,6 +20594,160 @@ dependencies = [
  "tracing-log",
 ]
 
+[[package]]
+name = "tract-core"
+version = "0.19.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dae91e4486af81c5a154dce2a1d7c0780d35c2de8bc42e94bdec995333f31b90"
+dependencies = [
+ "anyhow",
+ "bit-set 0.5.3",
+ "derive-new",
+ "downcast-rs 1.2.1",
+ "dyn-clone",
+ "educe",
+ "lazy_static",
+ "log",
+ "maplit",
+ "ndarray 0.15.6",
+ "num-integer",
+ "num-traits",
+ "rustfft",
+ "smallvec 1.15.1",
+ "tract-data",
+ "tract-linalg",
+]
+
+[[package]]
+name = "tract-data"
+version = "0.19.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "027e05e3537cb13f5e84b7664de25ed326a1d42c08d9985694f48f6efe3483ee"
+dependencies = [
+ "anyhow",
+ "educe",
+ "half",
+ "itertools 0.10.5",
+ "lazy_static",
+ "maplit",
+ "ndarray 0.15.6",
+ "nom 7.1.3",
+ "num-complex",
+ "num-integer",
+ "num-traits",
+ "scan_fmt",
+ "smallvec 1.15.1",
+ "string-interner",
+]
+
+[[package]]
+name = "tract-hir"
+version = "0.19.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5f72648d914f724e188cf679f3dd74f069eea36d8670633acf8889b94391a54"
+dependencies = [
+ "derive-new",
+ "educe",
+ "log",
+ "tract-core",
+]
+
+[[package]]
+name = "tract-linalg"
+version = "0.19.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49fb02b3ee7b77054a3d1fecfe4bc2f7523f587a8f1814b32089f93e2a573244"
+dependencies = [
+ "cc",
+ "derive-new",
+ "downcast-rs 1.2.1",
+ "dyn-clone",
+ "half",
+ "lazy_static",
+ "liquid",
+ "liquid-core",
+ "log",
+ "num-traits",
+ "paste",
+ "scan_fmt",
+ "smallvec 1.15.1",
+ "tract-data",
+ "unicode-normalization",
+ "walkdir",
+]
+
+[[package]]
+name = "tract-nnef"
+version = "0.19.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0895153ea97091967f92121715a5c80fbcc0841c53a1b2fb9ba93a89ed644357"
+dependencies = [
+ "byteorder",
+ "flate2",
+ "log",
+ "nom 7.1.3",
+ "tar",
+ "tract-core",
+ "walkdir",
+]
+
+[[package]]
+name = "tract-onnx"
+version = "0.19.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "21f752abf4627894827cdfea0ffd9089bcd31d4b5467bb32bd0908a4d3ab22b5"
+dependencies = [
+ "bytes",
+ "derive-new",
+ "educe",
+ "log",
+ "memmap2 0.5.10",
+ "num-integer",
+ "prost 0.11.9",
+ "smallvec 1.15.1",
+ "tract-hir",
+ "tract-nnef",
+ "tract-onnx-opl",
+]
+
+[[package]]
+name = "tract-onnx-opl"
+version = "0.19.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eb740c8e25f65f6e070c9438fb4c2671d72d36470c01e49b3002e61c7c01d0cb"
+dependencies = [
+ "educe",
+ "getrandom 0.2.17",
+ "log",
+ "rand 0.8.5",
+ "rand_distr 0.4.3",
+ "rustfft",
+ "tract-nnef",
+]
+
+[[package]]
+name = "tract-pulse"
+version = "0.19.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "502f5ecdcb6c84d3c7caa1bbb2f23dbe0980055f8bd615fe3ef9ba37cb8f22dd"
+dependencies = [
+ "downcast-rs 1.2.1",
+ "lazy_static",
+ "log",
+ "tract-pulse-opl",
+]
+
+[[package]]
+name = "tract-pulse-opl"
+version = "0.19.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a5fcf838d40dd2b8b6454aaef8d4ce772aeca44e87c9628591d0b2919a06ed89"
+dependencies = [
+ "downcast-rs 1.2.1",
+ "lazy_static",
+ "tract-nnef",
+]
+
 [[package]]
 name = "transcribe-aws"
 version = "0.1.0"
@@ -21079,7 +21480,7 @@ dependencies = [
  "gemm 0.18.2",
  "half",
  "libloading 0.8.9",
- "memmap2",
+ "memmap2 0.9.9",
  "num",
  "num-traits",
  "num_cpus",
@@ -23439,7 +23840,7 @@ checksum = "8d66ca9352cbd4eecbbc40871d8a11b4ac8107cfc528a6e14d7c19c69d0e1ac9"
 dependencies = [
  "as-raw-xcb-connection",
  "libc",
- "memmap2",
+ "memmap2 0.9.9",
  "xkeysym",
 ]
 
@@ -23760,7 +24161,7 @@ version = "0.4.0-zed"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0c0b46ed118eba34d9ba53d94ddc0b665e0e06a2cf874cfa2dd5dec278148642"
 dependencies = [
- "ahash",
+ "ahash 0.8.12",
  "hashbrown 0.14.5",
  "log",
  "x11rb",
diff --git a/Cargo.toml b/Cargo.toml
index 40d624955f..b09485d6f4 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -51,6 +51,7 @@ hypr-bundle = { path = "crates/bundle", package = "bundle" }
 hypr-data = { path = "crates/data", package = "data" }
 hypr-db-core = { path = "crates/db-core", package = "db-core" }
 hypr-db-user = { path = "crates/db-user", package = "db-user" }
+hypr-denoise = { path = "crates/denoise", package = "denoise" }
 hypr-detect = { path = "crates/detect", package = "detect" }
 hypr-device-monitor = { path = "crates/device-monitor", package = "device-monitor" }
 hypr-docs = { path = "crates/docs", package = "docs" }
diff --git a/crates/denoise/Cargo.toml b/crates/denoise/Cargo.toml
new file mode 100644
index 0000000000..01639387c3
--- /dev/null
+++ b/crates/denoise/Cargo.toml
@@ -0,0 +1,25 @@
+[package]
+name = "denoise"
+version = "0.1.0"
+edition = "2024"
+
+[features]
+default = ["default-model"]
+default-model = ["deep_filter/default-model", "deep_filter/tract"]
+default-model-ll = ["deep_filter/default-model-ll", "deep_filter/tract"]
+
+[dependencies]
+deep_filter = { git = "https://github.com/Rikorose/DeepFilterNet", tag = "v0.5.6", default-features = false }
+ndarray = "0.15"
+
+thiserror = { workspace = true }
+
+[dev-dependencies]
+criterion = { workspace = true }
+hound = { workspace = true }
+hypr-data = { workspace = true }
+rodio = { workspace = true }
+
+[[bench]]
+name = "denoise_bench"
+harness = false
diff --git a/crates/denoise/benches/denoise_bench.rs b/crates/denoise/benches/denoise_bench.rs
new file mode 100644
index 0000000000..ea5f0cc992
--- /dev/null
+++ b/crates/denoise/benches/denoise_bench.rs
@@ -0,0 +1,89 @@
+use std::hint::black_box;
+
+use criterion::{Criterion, criterion_group, criterion_main};
+use hound::WavReader;
+
+use denoise::{Denoiser, HOP_SIZE, SAMPLE_RATE};
+
+fn load_test_audio() -> Vec<f32> {
+    let wav_path = hypr_data::english_1::AUDIO_PART6_48000HZ_PATH;
+    let reader = WavReader::open(wav_path).expect("Failed to open WAV file");
+    let spec = reader.spec();
+
+    assert_eq!(
+        spec.sample_rate as usize, SAMPLE_RATE,
+        "Expected 48kHz audio"
+    );
+
+    let samples: Vec<f32> = reader
+        .into_samples::<i16>()
+        .map(|s| s.unwrap() as f32 / 32768.0)
+        .collect();
+
+    let num_frames = samples.len() / HOP_SIZE;
+    samples[..num_frames * HOP_SIZE].to_vec()
+}
+
+fn bench_denoiser_initialization(c: &mut Criterion) {
+    c.bench_function("denoiser_initialization", |b| {
+        b.iter(|| black_box(Denoiser::new().unwrap()))
+    });
+}
+
+fn bench_denoiser_process_frame(c: &mut Criterion) {
+    let mut denoiser = Denoiser::new().unwrap();
+    let audio = load_test_audio();
+    let input = &audio[..HOP_SIZE];
+    let mut output = vec![0.0f32; HOP_SIZE];
+
+    c.bench_function("denoiser_process_frame", |b| {
+        b.iter(|| {
+            black_box(
+                denoiser
+                    .process_frame(black_box(input), black_box(&mut output))
+                    .unwrap(),
+            )
+        })
+    });
+}
+
+fn bench_denoiser_process(c: &mut Criterion) {
+    let mut denoiser = Denoiser::new().unwrap();
+    let audio = load_test_audio();
+
+    let frame_counts = [10, 100];
+
+    for &num_frames in &frame_counts {
+        let samples = num_frames * HOP_SIZE;
+        if samples <= audio.len() {
+            let input = &audio[..samples];
+
+            c.bench_function(&format!("denoiser_process_{}_frames", num_frames), |b| {
+                b.iter(|| black_box(denoiser.process(black_box(input)).unwrap()))
+            });
+        }
+    }
+}
+
+fn bench_denoiser_throughput(c: &mut Criterion) {
+    let mut denoiser = Denoiser::new().unwrap();
+    let audio = load_test_audio();
+
+    let mut group = c.benchmark_group("denoiser_throughput");
+    group.throughput(criterion::Throughput::Elements(audio.len() as u64));
+
+    group.bench_function("samples_per_second", |b| {
+        b.iter(|| black_box(denoiser.process(black_box(&audio)).unwrap()))
+    });
+
+    group.finish();
+}
+
+criterion_group!(
+    benches,
+    bench_denoiser_initialization,
+    bench_denoiser_process_frame,
+    bench_denoiser_process,
+    bench_denoiser_throughput
+);
+criterion_main!(benches);
diff --git a/crates/denoise/src/error.rs b/crates/denoise/src/error.rs
new file mode 100644
index 0000000000..06a0c5d295
--- /dev/null
+++ b/crates/denoise/src/error.rs
@@ -0,0 +1,16 @@
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum Error {
+    #[error("Failed to initialize denoiser: {0}")]
+    InitError(String),
+
+    #[error("Failed to process audio: {0}")]
+    ProcessError(String),
+
+    #[error("Invalid sample rate: expected {expected}, got {actual}")]
+    InvalidSampleRate { expected: usize, actual: usize },
+
+    #[error("Invalid frame size: expected {expected}, got {actual}")]
+    InvalidFrameSize { expected: usize, actual: usize },
+}
diff --git a/crates/denoise/src/lib.rs b/crates/denoise/src/lib.rs
new file mode 100644
index 0000000000..6433687223
--- /dev/null
+++ b/crates/denoise/src/lib.rs
@@ -0,0 +1,151 @@
+mod error;
+pub use error::Error;
+
+#[cfg(any(feature = "default-model", feature = "default-model-ll"))]
+use df::tract::{DfParams, DfTract, RuntimeParams};
+
+pub const SAMPLE_RATE: usize = 48000;
+pub const HOP_SIZE: usize = 480;
+
+pub struct Denoiser {
+    #[cfg(any(feature = "default-model", feature = "default-model-ll"))]
+    model: DfTract,
+}
+
+impl Denoiser {
+    #[cfg(any(feature = "default-model", feature = "default-model-ll"))]
+    pub fn new() -> Result<Self, Error> {
+        let df_params = DfParams::default();
+        let runtime_params = RuntimeParams::default();
+
+        let model = DfTract::new(df_params, &runtime_params)
+            .map_err(|e| Error::InitError(e.to_string()))?;
+
+        Ok(Self { model })
+    }
+
+    #[cfg(any(feature = "default-model", feature = "default-model-ll"))]
+    pub fn sample_rate(&self) -> usize {
+        self.model.sr
+    }
+
+    #[cfg(any(feature = "default-model", feature = "default-model-ll"))]
+    pub fn hop_size(&self) -> usize {
+        self.model.hop_size
+    }
+
+    #[cfg(any(feature = "default-model", feature = "default-model-ll"))]
+    pub fn reset(&mut self) -> Result<(), Error> {
+        self.model
+            .init()
+            .map_err(|e| Error::ProcessError(e.to_string()))
+    }
+
+    #[cfg(any(feature = "default-model", feature = "default-model-ll"))]
+    pub fn process_frame(&mut self, input: &[f32], output: &mut [f32]) -> Result<f32, Error> {
+        use ndarray::{ArrayView2, ArrayViewMut2};
+
+        if input.len() != self.model.hop_size {
+            return Err(Error::InvalidFrameSize {
+                expected: self.model.hop_size,
+                actual: input.len(),
+            });
+        }
+
+        if output.len() != self.model.hop_size {
+            return Err(Error::InvalidFrameSize {
+                expected: self.model.hop_size,
+                actual: output.len(),
+            });
+        }
+
+        let noisy = ArrayView2::from_shape((1, self.model.hop_size), input)
+            .map_err(|e| Error::ProcessError(e.to_string()))?;
+        let mut enh = ArrayViewMut2::from_shape((1, self.model.hop_size), output)
+            .map_err(|e| Error::ProcessError(e.to_string()))?;
+
+        self.model
+            .process(noisy, enh.view_mut())
+            .map_err(|e| Error::ProcessError(e.to_string()))
+    }
+
+    #[cfg(any(feature = "default-model", feature = "default-model-ll"))]
+    pub fn process(&mut self, input: &[f32]) -> Result<Vec<f32>, Error> {
+        let hop_size = self.model.hop_size;
+        if input.len() % hop_size != 0 {
+            return Err(Error::InvalidFrameSize {
+                expected: hop_size,
+                actual: input.len(),
+            });
+        }
+        let num_frames = input.len() / hop_size;
+        let mut output = vec![0.0f32; num_frames * hop_size];
+
+        for i in 0..num_frames {
+            let start = i * hop_size;
+            let end = start + hop_size;
+            self.process_frame(&input[start..end], &mut output[start..end])?;
+        }
+
+        Ok(output)
+    }
+}
+
+#[cfg(all(test, any(feature = "default-model", feature = "default-model-ll")))]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_denoiser_creation() {
+        let denoiser = Denoiser::new();
+        assert!(denoiser.is_ok());
+    }
+
+    #[test]
+    fn test_denoiser_sample_rate() {
+        let denoiser = Denoiser::new().unwrap();
+        assert_eq!(denoiser.sample_rate(), SAMPLE_RATE);
+    }
+
+    #[test]
+    fn test_denoiser_hop_size() {
+        let denoiser = Denoiser::new().unwrap();
+        assert_eq!(denoiser.hop_size(), HOP_SIZE);
+    }
+
+    #[test]
+    fn test_process_frame() {
+        let mut denoiser = Denoiser::new().unwrap();
+        let input = vec![0.0f32; HOP_SIZE];
+        let mut output = vec![0.0f32; HOP_SIZE];
+
+        let result = denoiser.process_frame(&input, &mut output);
+        assert!(result.is_ok());
+    }
+
+    #[test]
+    fn test_process() {
+        let mut denoiser = Denoiser::new().unwrap();
+        let input = vec![0.0f32; HOP_SIZE * 10];
+
+        let result = denoiser.process(&input);
+        assert!(result.is_ok());
+        assert_eq!(result.unwrap().len(), HOP_SIZE * 10);
+    }
+
+    #[test]
+    fn test_process_invalid_length() {
+        let mut denoiser = Denoiser::new().unwrap();
+        let input = vec![0.0f32; HOP_SIZE * 10 + 100];
+
+        let result = denoiser.process(&input);
+        assert!(result.is_err());
+        match result {
+            Err(Error::InvalidFrameSize { expected, actual }) => {
+                assert_eq!(expected, HOP_SIZE);
+                assert_eq!(actual, HOP_SIZE * 10 + 100);
+            }
+            _ => panic!("Expected InvalidFrameSize error"),
+        }
+    }
+}