57 Commits

Author SHA1 Message Date
Quentin Fuxa
9b2c3ee844 docs: update README with voxtral backend, benchmarks, testing sections
- Add Voxtral Backend section explaining voxtral-mlx and voxtral (HF).
- Add Testing & Benchmarks section with commands to run tests/benchmarks.
- Update --backend parameter docs to include voxtral-mlx and voxtral.
- Update optional dependencies table with Voxtral entry.
- Link to BENCHMARK.md for detailed performance comparisons.
2026-02-22 23:27:57 +01:00
Quentin Fuxa
3c15246fc0 mixstral hf v0 2026-02-20 20:49:57 +01:00
Quentin Fuxa
7f3a3df620 simulstreaming mlx & torch dedup of common base 2025-02-15 23:52:00 +01:00
Emmanuel Schmidbauer
d59ddbaeae Fix critical thread safety issues 2026-01-09 11:23:19 -05:00
Quentin Fuxa
f1b47178d8 adapt online for mlx detection 2024-11-25 23:52:00 +01:00
Quentin Fuxa
2431a6bf91 isolated VAD states per user: .onnx: share a stateless model. .jit: require duplicating the model.
Co-authored-by: eschmidbauer <eschmidbauer@gmail.com>
2025-12-05 15:27:14 +01:00
Quentin Fuxa
82cd24bb75 LoRa path v0 - functional 2025-11-29 17:21:10 +01:00
Quentin Fuxa
7faa21f95f alignatt: enable model sharing by removing hooks and centralizing session state. Solves #282
Co-authored-by: Emmanuel Schmidbauer <eschmidbauer@gmail.com>
2025-11-25 23:07:42 +01:00
Quentin Fuxa
870141298c isort 2025-11-23 11:20:00 +01:00
Quentin Fuxa
437641fb43 reduce min-chunk-size to 0.1, set default model to base 2027-04-25 23:52:00 +02:00
Quentin Fuxa
80b77998f9 Refactor backend handling 2025-11-15 19:51:41 +01:00
Quentin Fuxa
16461052ed task to direct-english-translation 2025-11-10 13:20:26 +01:00
Quentin Fuxa
13401ffe24 whisper core at root of wlk 2025-11-10 12:17:18 +01:00
Quentin Fuxa
06b31f51eb exception when translation and no nllw 2025-10-30 23:30:19 +01:00
Quentin Fuxa
ece02db6a3 Use optional new separate NLLW package for translation 2025-10-30 19:36:28 +01:00
Quentin Fuxa
e7b05b0138 migration to silero vad v6: supports onnx 2025-10-23 23:52:00 +02:00
Quentin Fuxa
9b1e061b32 forwarded_allow_ips in core 2025-10-04 23:04:00 +02:00
Quentin Fuxa
ca6f9246cc force language = en for .en models 2025-09-28 11:04:00 +02:00
Quentin Fuxa
8cbaeecc75 cutom alignment heads parameter for custom models 2025-09-27 11:04:00 +02:00
Quentin Fuxa
4dd5d8bf8a translation compatible with auto and detected language 2025-09-22 11:20:00 +02:00
Quentin Fuxa
65025cc448 nllb backend can be transformers, and model size can be 1.3B 2025-09-17 10:20:31 +02:00
Quentin Fuxa
bbba1d9bb7 add nllb-backend and translation perf test in dev_notes 2025-09-16 20:45:01 +02:00
Quentin Fuxa
5aa312e437 simulstreaming warmup is done in whisperlivekit.simul_whisper.backend.load_model, not in warmup_online 2025-09-13 20:19:19 +01:00
notV3NOM
ebaf36a8be Fix warmup file behavior 2025-09-13 20:44:24 +05:30
Quentin Fuxa
a4e9f3cab7 support for raw PCM input option by @YeonjunNotFR 2025-09-11 21:32:11 +02:00
Quentin Fuxa
b06866877a add --disable-punctuation-split option 2025-09-11 21:03:00 +02:00
Quentin Fuxa
add7ea07ee translator takes all the tokens from the queue 2025-09-09 19:55:39 +02:00
Quentin Fuxa
f661f21675 translation asyncio task 2025-09-08 18:34:31 +02:00
Quentin Fuxa
72f33be6f2 translation: use of get_nllb_code 2025-09-07 15:25:14 +02:00
Quentin Fuxa
d1a9913c47 nllb v0 2025-09-05 18:02:42 +02:00
Quentin Fuxa
3bd2122eb4 0.2.8 : only the decoder of whisper is loaded in memory when a different encoder is used 2025-09-02 21:12:25 +02:00
Quentin Fuxa
b101ce06bd several users share the same sortformer model instance 2024-08-24 19:18:00 +02:00
Quentin Fuxa
5258305745 default diarization backend in now sortformer 2025-08-24 18:32:01 +02:00
Quentin Fuxa
58297daf6d sortformer diar implementation v0.3 2025-08-24 18:32:01 +02:00
Quentin Fuxa
9feb0e597b remove VACOnlineASRProcessor backend possibility 2025-08-20 20:57:43 +02:00
Quentin Fuxa
253a080df5 diart diarization handles pauses/silences thanks to offset 2025-08-19 21:12:55 +02:00
Quentin Fuxa
e14bbde77d sortformer diar implementation v0 2025-08-19 17:02:55 +02:00
Quentin Fuxa
2699b0974c Fix simulstreaming imports 2025-08-19 14:43:54 +02:00
Quentin Fuxa
820f92d8cb audio_max_len to 30 -> 20, ffmpeg timeout 5 -> 20 2025-08-17 09:32:08 +02:00
Quentin Fuxa
7fe0353260 vac model is loaded in TranscriptionEngine, and by default 2025-08-17 00:34:25 +02:00
Quentin Fuxa
1652db9a2d Use distinct backend models for simulstreaming and add --preloaded_model_count to preload them 2025-08-15 23:03:55 +02:00
Quentin Fuxa
15c3df1cba warmup base whisper when using simulstreaming 2025-08-12 18:52:52 +02:00
Quentin Fuxa
728e1f1290 simulstreaming warmup is done for each instance of online, not for the backend 2025-08-12 18:35:04 +02:00
Quentin Fuxa
d098af3185 each SimulStreamingOnlineProcessor now contains PaddedAlignAttWhisper instance. SimulStreamingASR only contains loaded whisper model 2025-08-11 08:24:14 +02:00
Quentin Fuxa
2bbdc70187 lags are now updated every 0.1s 2025-08-09 23:11:05 +02:00
Quentin Fuxa
5491964e81 clean SimulStreamingOnlineProcessor initialization + audio processing 2025-08-09 20:16:27 +02:00
Quentin Fuxa
197293e25e refactor(simulstreaming): extract backend + online module into separate files from whisper streaming 2025-08-08 18:07:51 +02:00
Quentin Fuxa
6867041254 1rst version of SimulStreaming backend. many improvements needed 2025-06-25 17:59:46 +02:00
Quentin Fuxa
8532a91c7a add segmentation and embedding model options to configuration 2025-06-19 16:29:25 +02:00
Quentin Fuxa
b01b81bad0 improve diarization with lag diarization substraction 2025-06-19 16:18:49 +02:00