From 977436622ad8a7676ec19b142a544327818e6915 Mon Sep 17 00:00:00 2001 From: Quentin Fuxa Date: Sun, 19 Jan 2025 17:12:40 +0100 Subject: [PATCH 1/7] add diarization (beta). Disabled by default --- src/diarization/diarization_online.py | 86 +++++++++++++++++++++++++++ whisper_fastapi_online_server.py | 32 ++++++++-- 2 files changed, 114 insertions(+), 4 deletions(-) create mode 100644 src/diarization/diarization_online.py diff --git a/src/diarization/diarization_online.py b/src/diarization/diarization_online.py new file mode 100644 index 0000000..f85ee04 --- /dev/null +++ b/src/diarization/diarization_online.py @@ -0,0 +1,86 @@ +from diart import SpeakerDiarization +from diart.inference import StreamingInference +from diart.sources import AudioSource +from rx.subject import Subject +import threading +import numpy as np +import asyncio + +class WebSocketAudioSource(AudioSource): + """ + Simple custom AudioSource that blocks in read() + until close() is called. + push_audio() is used to inject new PCM chunks. + """ + def __init__(self, uri: str = "websocket", sample_rate: int = 16000): + super().__init__(uri, sample_rate) + self._close_event = threading.Event() + self._closed = False + + def read(self): + self._close_event.wait() + + def close(self): + if not self._closed: + self._closed = True + self.stream.on_completed() + self._close_event.set() + + def push_audio(self, chunk: np.ndarray): + chunk = np.expand_dims(chunk, axis=0) + if not self._closed: + self.stream.on_next(chunk) + + +def create_pipeline(SAMPLE_RATE): + diar_pipeline = SpeakerDiarization() + ws_source = WebSocketAudioSource(uri="websocket_source", sample_rate=SAMPLE_RATE) + inference = StreamingInference( + pipeline=diar_pipeline, + source=ws_source, + do_plot=False, + show_progress=False, + ) + return inference, ws_source + + +def init_diart(SAMPLE_RATE): + inference, ws_source = create_pipeline(SAMPLE_RATE) + + def diar_hook(result): + """ + Hook called each time Diart processes a chunk. + result is (annotation, audio). + We store the label of the last segment in 'current_speaker'. + """ + global l_speakers + l_speakers = [] + annotation, audio = result + for speaker in annotation._labels: + segment = annotation._labels[speaker].__str__() + asyncio.create_task( + l_speakers_queue.put({"speaker": speaker, "segment": segment}) + ) + + l_speakers_queue = asyncio.Queue() + inference.attach_hooks(diar_hook) + + # Launch Diart in a background thread + loop = asyncio.get_event_loop() + diar_future = loop.run_in_executor(None, inference) + return inference, l_speakers_queue, ws_source + + +class DiartDiarization(): + def __init__(self, SAMPLE_RATE): + self.inference, self.l_speakers_queue, self.ws_source = init_diart(SAMPLE_RATE) + + async def get_speakers(self, pcm_array): + self.ws_source.push_audio(pcm_array) + speakers = [] + while not self.l_speakers_queue.empty(): + speakers.append(await self.l_speakers_queue.get()) + return speakers + + def close(self): + self.ws_source.close() diff --git a/whisper_fastapi_online_server.py b/whisper_fastapi_online_server.py index 6dd09e3..d09a221 100644 --- a/whisper_fastapi_online_server.py +++ b/whisper_fastapi_online_server.py @@ -10,7 +10,6 @@ from fastapi.responses import HTMLResponse from fastapi.middleware.cors import CORSMiddleware from whisper_online import backend_factory, online_factory, add_shared_args - app = FastAPI() app.add_middleware( CORSMiddleware, @@ -37,11 +36,24 @@ parser.add_argument( dest="warmup_file", help="The path to a speech audio wav file to warm up Whisper so that the very first chunk processing is fast. It can be e.g. https://github.com/ggerganov/whisper.cpp/raw/master/samples/jfk.wav .", ) + +parser.add_argument( + "--diarization", + type=bool, + default=False, + help="Whether to enable speaker diarization.", +) + + add_shared_args(parser) args = parser.parse_args() asr, tokenizer = backend_factory(args) +if args.diarization: + from src.diarization.diarization_online import DiartDiarization + + # Load demo HTML for the root endpoint with open("src/web/live_transcription.html", "r", encoding="utf-8") as f: html = f.read() @@ -89,6 +101,9 @@ async def websocket_endpoint(websocket: WebSocket): online = online_factory(args, asr, tokenizer) print("Online loaded.") + if args.diarization: + diarization = DiartDiarization(SAMPLE_RATE) + # Continuously read decoded PCM from ffmpeg stdout in a background task async def ffmpeg_stdout_reader(): nonlocal pcm_buffer @@ -136,9 +151,13 @@ async def websocket_endpoint(websocket: WebSocket): buffer in full_transcription ): # With VAC, the buffer is not updated until the next chunk is processed buffer = "" - await websocket.send_json( - {"transcription": transcription, "buffer": buffer} - ) + response = {"transcription": transcription, "buffer": buffer} + if args.diarization: + speakers = await diarization.get_speakers(pcm_array) + response["speakers"] = speakers + + await websocket.send_json(response) + except Exception as e: print(f"Exception in ffmpeg_stdout_reader: {e}") break @@ -174,6 +193,11 @@ async def websocket_endpoint(websocket: WebSocket): ffmpeg_process.wait() del online + + if args.diarization: + # Stop Diart + diarization.close() + From b51c8427f4bca9b3f8da36e8e0dd3f12b0b905ec Mon Sep 17 00:00:00 2001 From: Quentin Fuxa Date: Sun, 19 Jan 2025 17:12:55 +0100 Subject: [PATCH 2/7] diart link added --- README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/README.md b/README.md index 9c00570..f05240f 100644 --- a/README.md +++ b/README.md @@ -12,6 +12,8 @@ This project extends the [Whisper Streaming](https://github.com/ufal/whisper_str 5. **MLX Whisper backend**: Integrates the alternative backend option MLX Whisper, optimized for efficient speech recognition on Apple silicon. +6. **Diarization (beta)**: Adds speaker labeling in real-time alongside transcription using the [Diart](https://github.com/juanmc2005/diart) library. Each transcription segment is tagged with a speaker. Currently under active development. + ![Demo Screenshot](src/web/demo.png) ## Code Origins @@ -64,6 +66,10 @@ This project reuses and extends code from the original Whisper Streaming reposit # If you want to run the server using uvicorn (recommended) uvicorn + + # If you want to use diarization + diart + ``` @@ -76,6 +82,8 @@ This project reuses and extends code from the original Whisper Streaming reposit - `--host` and `--port` let you specify the server’s IP/port. - `-min-chunk-size` sets the minimum chunk size for audio processing. Make sure this value aligns with the chunk size selected in the frontend. If not aligned, the system will work but may unnecessarily over-process audio data. - For a full list of configurable options, run `python whisper_fastapi_online_server.py -h` + - `--diarization`, default to False, let you choose whether or not you want to run diarization in parallel + - For other parameters, look at [whisper streaming](https://github.com/ufal/whisper_streaming) readme. 4. **Open the Provided HTML**: From 9bdb92e923f1a6945d0b4c23016c9e8b8fedfe4e Mon Sep 17 00:00:00 2001 From: Quentin Fuxa Date: Sun, 19 Jan 2025 19:36:10 +0100 Subject: [PATCH 3/7] update demo.png --- src/web/demo.png | Bin 82625 -> 178308 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/src/web/demo.png b/src/web/demo.png index 8add3fc819f44590183b0d53328da72335c16849..53522bec770ccde35337bb54b750f45ae66029cc 100644 GIT binary patch literal 178308 zcmaHS1z1$u`u+qVjdX)bw@Bw8DhLvSb%RKE-Kc>u6}xO1qmszC-*m;B#>T)BOhlpNX}` zX=PtMCSm$aMfxs;mP4!9?r!tTUz~D|nvf8@inrP9I|g(=*ei5Gp=YXhGO}+xuKD_F 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za!#S~7adF)GK#>W<>sMZI+i^j5LaSVFIpg+d!Buh!Dw@|?lYE@enUPt?fjJ_vtp4+7GiZ?U?$;k&ikDSG$jB-D>G+?d z+(+AMlC6GrnV$>fp=IX#`v4V<7aMclBFHxcH$PbN?G+N73-01sddR#@X=rhtiiVj_ z@>XbfiFs;RnC_E!!*{^BNdHu|qM(QjrZLpc{E(iJvE*KpQXtMAwKzBTX}|ApiI{(B z^ZooTEpA?MWG{Iz*Z9W;Z#K_g6Fb`8_Ew_rSz2=5-rA}J2|O&fmHG7gyUo9Z4y0*l zXy~7zB5)MFZmVeGkJ{bZ@;Vm4{YQ3&D|{cFmF)(ONO-=FXyxQMl zqGFp5z>!NCN!nE@u(zgBl*5n6C~c<7{@!Q0`Y?~mWRNcso^UoU$e z=37LkV(Kc{Ya>n4{E^1otH)P?UpyE*@BS**A>hr+moFDrR*KV8PNt``>Khu0N=iyz z2=~a7q??STw=Iv^-Q6|4+}Dq@uUK4OE|Qm%+ni;?vni%rBfGtAke|+VPtzn`YIpM+|LiYp1 z^r8CmRMQk085xPHP@?^VKZGU=1%@-sM0(Kv>*~PA)GzZrxPh>LK>Nq}$U{Mgzeo0; z@2I+m5qA41W*z75PIYj-Bg zpYuWi-T5D*o2KC9<+VQ+9j62RzX1Y6en9^ Date: Sun, 19 Jan 2025 19:40:09 +0100 Subject: [PATCH 4/7] first speaker is "0" no more None --- src/diarization/diarization_online.py | 36 +++++-- src/web/live_transcription.html | 131 ++++++++++++++------------ whisper_fastapi_online_server.py | 42 ++++++++- 3 files changed, 139 insertions(+), 70 deletions(-) diff --git a/src/diarization/diarization_online.py b/src/diarization/diarization_online.py index f85ee04..432e104 100644 --- a/src/diarization/diarization_online.py +++ b/src/diarization/diarization_online.py @@ -57,9 +57,10 @@ def init_diart(SAMPLE_RATE): l_speakers = [] annotation, audio = result for speaker in annotation._labels: - segment = annotation._labels[speaker].__str__() + segments_beg = annotation._labels[speaker].segments_boundaries_[0] + segments_end = annotation._labels[speaker].segments_boundaries_[-1] asyncio.create_task( - l_speakers_queue.put({"speaker": speaker, "segment": segment}) + l_speakers_queue.put({"speaker": speaker, "beg": segments_beg, "end": segments_end}) ) l_speakers_queue = asyncio.Queue() @@ -74,13 +75,36 @@ def init_diart(SAMPLE_RATE): class DiartDiarization(): def __init__(self, SAMPLE_RATE): self.inference, self.l_speakers_queue, self.ws_source = init_diart(SAMPLE_RATE) + self.segment_speakers = [] - async def get_speakers(self, pcm_array): + async def diarize(self, pcm_array): self.ws_source.push_audio(pcm_array) - speakers = [] + self.segment_speakers = [] while not self.l_speakers_queue.empty(): - speakers.append(await self.l_speakers_queue.get()) - return speakers + self.segment_speakers.append(await self.l_speakers_queue.get()) def close(self): self.ws_source.close() + + + def assign_speakers_to_chunks(self, chunks): + """ + Go through each chunk and see which speaker(s) overlap + that chunk's time range in the Diart annotation. + Then store the speaker label(s) (or choose the most overlapping). + This modifies `chunks` in-place or returns a new list with assigned speakers. + """ + if not self.segment_speakers: + return chunks + + for segment in self.segment_speakers: + seg_beg = segment["beg"] + seg_end = segment["end"] + speaker = segment["speaker"] + for ch in chunks: + if seg_end <= ch["beg"] or seg_beg >= ch["end"]: + continue + # We have overlap. Let's just pick the speaker (could be more precise in a more complex implementation) + ch["speaker"] = speaker + + return chunks diff --git a/src/web/live_transcription.html b/src/web/live_transcription.html index 8b8aa10..0c6d0ba 100644 --- a/src/web/live_transcription.html +++ b/src/web/live_transcription.html @@ -7,8 +7,8 @@ +
@@ -96,9 +108,11 @@
+

-
+ +