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README.md

@@ -1,8 +1,8 @@
 ---
 title: EwMeetingNotes
-emoji: 🏆
-colorFrom: green
-colorTo: red
+emoji: 🏢
+colorFrom: red
+colorTo: blue
 sdk: gradio
 sdk_version: 4.12.0
 app_file: app.py

app.py

@@ -0,0 +1,56 @@
+import gradio as gr
+import whisper
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+from datetime import timedelta
+
+model_size = "medium"
+model = whisper.load_model(model_size)
+summarizer_pipe = pipeline('summarization', model="sshleifer/distilbart-cnn-12-6")
+
+def format_seconds(seconds):
+    # Create a timedelta object with the given seconds
+    delta = timedelta(seconds=seconds)
+
+    # Format the timedelta as a string in the desired format
+    formatted_time = str(delta)
+
+    # Extract hours, minutes, and seconds
+    hours, remainder = divmod(delta.seconds, 3600)
+    minutes, seconds = divmod(remainder, 60)
+
+    # Format milliseconds with three decimal places
+    # milliseconds = int(delta.microseconds / 1000)
+
+    # Create the final formatted string
+    formatted_string = "{:02}:{:02}:{:02}".format(hours, minutes, seconds)
+
+    return formatted_string
+    
+
+def process_meeting_video(mp3_path):       
+    transcription = model.transcribe(mp3_path, word_timestamps=True)
+    transcript_text = ""
+    for segment in transcription["segments"]:
+        start = segment['start']
+        end = segment['end']
+        text = segment['text']        
+        if start == 0.0000:
+            startTime = "00:00:00"                    
+        else:
+            startTime = format_seconds(start) 
+        endTime = format_seconds(end) 
+        transcript_text += (f"[{startTime}->{endTime}] {text}\n")                
+        
+    summary_output = summarizer_pipe(transcription["text"])[0]['summary_text']    
+    return transcript_text,summary_output
+
+summary_box = gr.Textbox(label="Summary", lines=10)
+transcription_box = gr.Textbox(label="Transcript", lines=30)    
+demo = gr.Interface(process_meeting_video, 
+                    inputs=gr.File(), 
+                    outputs=[transcription_box, summary_box], 
+                    )
+
+if __name__ == "__main__":
+    demo.launch()

requirements.txt

@@ -0,0 +1,222 @@
+absl-py==2.0.0
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohttp==3.8.6
+aiosignal==1.3.1
+altair==5.1.2
+annotated-types==0.6.0
+anyio==3.7.1
+appnope==0.1.3
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+arrow==1.3.0
+asttokens==2.4.1
+async-lru==2.0.4
+async-timeout==4.0.3
+attrs==23.1.0
+audioread==3.0.1
+Babel==2.13.1
+backcall==0.2.0
+beautifulsoup4==4.12.2
+bleach==6.1.0
+blis==0.7.11
+cachetools==5.3.2
+catalogue==2.0.10
+certifi==2023.7.22
+cffi==1.16.0
+charset-normalizer==3.3.0
+click==8.1.7
+cloudpathlib==0.16.0
+colorama==0.4.6
+comm==0.1.4
+confection==0.1.4
+contourpy==1.1.1
+cycler==0.12.1
+cymem==2.0.8
+datasets==2.14.6
+debugpy==1.8.0
+decorator==5.1.1
+deepmultilingualpunctuation==1.0.1
+defusedxml==0.7.1
+dill==0.3.7
+distro==1.9.0
+en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.7.1/en_core_web_sm-3.7.1-py3-none-any.whl#sha256=86cc141f63942d4b2c5fcee06630fd6f904788d2f0ab005cce45aadb8fb73889
+evaluate==0.4.1
+executing==2.0.0
+fastapi==0.104.1
+fastjsonschema==2.18.1
+ffmpy==0.3.1
+filelock==3.12.4
+fonttools==4.43.1
+fqdn==1.5.1
+frozenlist==1.4.0
+fsspec==2023.9.2
+google-auth==2.23.4
+google-auth-oauthlib==1.1.0
+gradio==4.0.2
+gradio_client==0.7.0
+grpcio==1.59.2
+h11==0.14.0
+httpcore==0.18.0
+httpx==0.25.0
+huggingface-hub==0.19.4
+idna==3.4
+importlib-resources==6.1.0
+ipykernel==6.26.0
+ipython==8.16.1
+ipywidgets==8.1.1
+isoduration==20.11.0
+jedi==0.19.1
+Jinja2==3.1.2
+jiwer==3.0.3
+joblib==1.3.2
+json5==0.9.14
+jsonpointer==2.4
+jsonschema==4.19.1
+jsonschema-specifications==2023.7.1
+jupyter-events==0.8.0
+jupyter-lsp==2.2.0
+jupyter_client==8.5.0
+jupyter_core==5.4.0
+jupyter_server==2.9.1
+jupyter_server_terminals==0.4.4
+jupyterlab==4.0.7
+jupyterlab-pygments==0.2.2
+jupyterlab-widgets==3.0.9
+jupyterlab_server==2.25.0
+kiwisolver==1.4.5
+langcodes==3.3.0
+lazy_loader==0.3
+librosa==0.10.1
+llvmlite==0.41.0
+lxml==4.9.3
+Markdown==3.5.1
+markdown-it-py==3.0.0
+MarkupSafe==2.1.3
+matplotlib==3.8.1
+matplotlib-inline==0.1.6
+mdurl==0.1.2
+mistune==3.0.2
+more-itertools==10.1.0
+mpmath==1.3.0
+msgpack==1.0.7
+multidict==6.0.4
+multiprocess==0.70.15
+murmurhash==1.0.10
+nbclient==0.8.0
+nbconvert==7.9.2
+nbformat==5.9.2
+nest-asyncio==1.5.8
+networkx==3.1
+nltk==3.8.1
+notebook_shim==0.2.3
+numba==0.58.0
+numpy==1.25.2
+oauthlib==3.2.2
+openai==1.6.1
+openai-whisper @ git+https://github.com/openai/whisper.git@e58f28804528831904c3b6f2c0e473f346223433
+orjson==3.9.10
+overrides==7.4.0
+packaging==23.2
+pandas==2.1.2
+pandocfilters==1.5.0
+parso==0.8.3
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow==10.1.0
+platformdirs==3.11.0
+pooch==1.8.0
+portalocker==2.8.2
+preshed==3.0.9
+prometheus-client==0.17.1
+prompt-toolkit==3.0.39
+protobuf==4.23.4
+psutil==5.9.6
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyarrow==14.0.0
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
+pycparser==2.21
+pydantic==2.4.2
+pydantic_core==2.10.1
+pydub==0.25.1
+Pygments==2.16.1
+pyparsing==3.1.1
+pysubs2==1.6.1
+python-dateutil==2.8.2
+python-json-logger==2.0.7
+python-multipart==0.0.6
+pytube==15.0.0
+pytz==2023.3.post1
+PyYAML==6.0.1
+pyzmq==25.1.1
+rapidfuzz==3.5.1
+referencing==0.30.2
+regex==2023.10.3
+requests==2.31.0
+requests-oauthlib==1.3.1
+responses==0.18.0
+rfc3339-validator==0.1.4
+rfc3986-validator==0.1.1
+rich==13.6.0
+rpds-py==0.10.6
+rsa==4.9
+sacrebleu==2.4.0
+safetensors==0.4.0
+scikit-learn==1.3.2
+scipy==1.11.3
+semantic-version==2.10.0
+Send2Trash==1.8.2
+sentence-transformers==2.2.2
+sentencepiece==0.1.99
+shellingham==1.5.4
+six==1.16.0
+smart-open==6.4.0
+sniffio==1.3.0
+soundfile==0.12.1
+soupsieve==2.5
+soxr==0.3.7
+spacy==3.7.2
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+srsly==2.4.8
+stack-data==0.6.3
+starlette==0.27.0
+sympy==1.12
+tabulate==0.9.0
+tensorboard==2.15.0
+tensorboard-data-server==0.7.2
+terminado==0.17.1
+thinc==8.2.2
+threadpoolctl==3.2.0
+tiktoken==0.3.3
+tinycss2==1.2.1
+tokenizers==0.15.0
+tomlkit==0.12.0
+toolz==0.12.0
+torch==2.1.2
+torchaudio==2.1.2
+torchvision==0.16.2
+tornado==6.3.3
+tqdm==4.66.1
+traitlets==5.12.0
+transformers @ git+https://github.com/huggingface/transformers@35551f9a0f66a22de4971b4a51b3c172d3b87f95
+typer==0.9.0
+types-python-dateutil==2.8.19.14
+typing_extensions==4.8.0
+tzdata==2023.3
+uri-template==1.3.0
+urllib3==2.0.6
+uvicorn==0.23.2
+wasabi==1.1.2
+wcwidth==0.2.8
+weasel==0.3.4
+webcolors==1.13
+webencodings==0.5.1
+websocket-client==1.6.4
+websockets==11.0.3
+Werkzeug==3.0.1
+widgetsnbextension==4.0.9
+xxhash==3.4.1
+yarl==1.9.2