initial

Basic.py

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+import streamlit as st
+import whisper
+from tempfile import NamedTemporaryFile
+import ffmpeg
+
+
+st.title("Whisper App")
+
+# upload audio file with streamlit
+audio_file = st.file_uploader("Upload Meeting Audio", type=["mp3"])
+
+# model = whisper.load_model("base") # loading the base model
+st.text("Whisper Model Loaded")
+
+def load_whisper_model():
+
+    return model
+
+    
+if st.sidebar.button("Transcribe Audio"):
+    if audio_file is not None:
+        with NamedTemporaryFile(suffix="mp3") as temp:
+            temp.write(audio_file.getvalue())
+            temp.seek(0)
+            model = whisper.load_model("base")
+            result = model.transcribe(temp.name)
+            st.write(result["text"])
+    #     st.sidebar.success("Transcribing Audio")
+    #     transcription = model.transcribe(audio_file.name)
+    #     st.sidebar.success("Transcription Complete")
+    #     st.markdown(transcription["text"])
+    # else:
+    #     st.sidebar.error("Please upload an audio file")
+        
+st.sidebar.header("Play Original Audio File")
+st.sidebar.audio(audio_file)

MinuteBot.py

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+import streamlit as st
+import whisper
+from tempfile import NamedTemporaryFile
+import ffmpeg
+
+
+st.title("MinuteBot App")
+
+# upload audio file with streamlit
+audio_file = st.file_uploader("Unggah Meeting Audio", type=["mp3", "wav"])
+
+# model = whisper.load_model("base") # loading the base model
+st.text("MinuteBot Model telah dimuat:")
+
+def load_whisper_model():
+
+    return model
+
+    
+if st.sidebar.button("Transkripsikan Audio"):
+    if audio_file is not None:
+        with NamedTemporaryFile() as temp:
+            temp.write(audio_file.getvalue())
+            temp.seek(0)
+            model = whisper.load_model("large")
+            result = model.transcribe(temp.name)
+            st.write(result["text"])
+        
+st.sidebar.header("Putar Berkas Audio")
+st.sidebar.audio(audio_file)

MinuteBotNA.py

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+import streamlit as st
+import whisper
+from tempfile import NamedTemporaryFile
+import ffmpeg
+
+
+st.title("Whisper App")
+
+# upload audio file with streamlit
+audio_file = st.file_uploader("Upload Meeting Audio", type=["m4a", "mp3", "wav"])
+
+st.text("Whisper Model Loaded")
+
+def load_whisper_model():
+
+    return model
+
+def convert_m4a_to_mp3(input_path, output_path):
+    audio = AudioSegment.from_file(input_path, format="m4a")
+    audio.export(output_path, format="mp3")
+    
+if st.sidebar.button("Transcribe Audio"):
+    if audio_file is not None:
+        with NamedTemporaryFile(suffix="mp3") as temp:
+            temp.write(audio_file.getvalue())
+            temp.seek(0)
+            model = whisper.load_model("base")
+            temp_mp3_path = temp.name
+            convert_m4a_to_mp3(audio_file, temp_mp3_path)
+            result = model.transcribe(temp_mp3_path)
+            st.write(result["text"])
+
+        
+st.sidebar.header("Play Original Audio File")
+st.sidebar.audio(audio_file)

packages.txt

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+ffmpeg

procfile

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+web: sh setup.sh && streamlit run appv12.py

requirements.txt

@@ -0,0 +1,195 @@
+aiofiles==23.1.0
+aiohttp==3.8.4
+aiosignal==1.3.1
+altair==5.0.1
+anyio==3.7.0
+appnope==0.1.3
+asttokens==2.2.1
+async-timeout==4.0.2
+attrs==23.1.0
+backcall==0.2.0
+backoff==2.2.1
+bardapi==0.1.26
+bcrypt==4.0.1
+beautifulsoup4==4.12.2
+blinker==1.6.2
+browser-cookie3==0.19.1
+cachetools==4.2.4
+certifi==2023.5.7
+charset-normalizer==3.1.0
+chromadb==0.3.25
+click==8.1.3
+clickhouse-connect==0.5.25
+colorama==0.4.6
+coloredlogs==15.0.1
+comm==0.1.3
+contourpy==1.1.0
+cycler==0.11.0
+dataclasses-json==0.5.7
+datasets==2.13.1
+debugpy==1.6.7
+decorator==5.1.1
+deep-translator==1.11.4
+deta==1.2.0
+dill==0.3.6
+docopt==0.6.2
+duckdb==0.8.0
+exceptiongroup==1.1.1
+executing==1.2.0
+extra-streamlit-components==0.1.56
+faiss-cpu==1.7.4
+fastapi==0.96.0
+ffmpy==0.3.0
+ffmpeg-python==0.2.0
+filelock==3.12.0
+flatbuffers==23.5.26
+fonttools==4.41.0
+frozenlist==1.3.3
+fsspec==2023.5.0
+gitdb==4.0.10
+GitPython==3.1.31
+google-api-core==1.34.0
+google-auth==1.35.0
+google-cloud-core==1.7.3
+google-cloud-translate==2.0.1
+googleapis-common-protos==1.59.1
+gradio==3.38.0
+gradio_client==0.2.10
+grpcio==1.56.0
+grpcio-status==1.48.2
+h11==0.14.0
+h2==4.1.0
+hnswlib==0.7.0
+hpack==4.0.0
+httpcore==0.17.3
+httptools==0.5.0
+httpx==0.24.1
+huggingface-hub==0.15.1
+humanfriendly==10.0
+hyperframe==6.0.1
+idna==3.4
+importlib-metadata==6.6.0
+InstructorEmbedding==1.0.1
+ipykernel==6.24.0
+ipython==8.14.0
+jedi==0.18.2
+Jinja2==3.1.2
+joblib==1.2.0
+jsonschema==4.17.3
+jupyter_client==8.3.0
+jupyter_core==5.3.1
+kiwisolver==1.4.4
+langchain==0.0.189
+linkify-it-py==2.0.2
+lz4==4.3.2
+markdown-it-py==2.2.0
+MarkupSafe==2.1.3
+marshmallow==3.19.0
+marshmallow-enum==1.5.1
+matplotlib==3.7.2
+matplotlib-inline==0.1.6
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+monotonic==1.6
+mpmath==1.3.0
+multidict==6.0.4
+multiprocess==0.70.14
+mypy-extensions==1.0.0
+nest-asyncio==1.5.6
+networkx==3.1
+nltk==3.8.1
+numexpr==2.8.4
+numpy==1.24.3
+onnxruntime==1.15.0
+openai==0.27.7
+openapi-schema-pydantic==1.2.4
+orjson==3.9.2
+overrides==7.3.1
+packaging==23.1
+pandas==2.0.2
+parso==0.8.3
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow==9.5.0
+pipreqs==0.4.13
+platformdirs==3.9.1
+posthog==3.0.1
+prompt-toolkit==3.0.39
+protobuf==3.20.3
+psutil==5.9.5
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyarrow==12.0.0
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
+pycryptodomex==3.18.0
+pydantic==1.10.8
+pydeck==0.8.1b0
+pydub==0.25.1
+Pygments==2.15.1
+PyJWT==2.8.0
+Pympler==1.0.1
+pyparsing==3.0.9
+pypdf==3.9.0
+PyPDF2==3.0.1
+pyrsistent==0.19.3
+python-dateutil==2.8.2
+python-dotenv==1.0.0
+python-multipart==0.0.6
+pytz==2023.3
+pytz-deprecation-shim==0.1.0.post0
+PyYAML==6.0
+pyzmq==25.1.0
+regex==2023.6.3
+requests==2.31.0
+rich==13.4.1
+rsa==4.9
+scale-llm-engine==0.0.0b5
+scikit-learn==1.2.2
+scipy==1.10.1
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.99
+six==1.16.0
+smart-open==6.3.0
+smmap==5.0.0
+sniffio==1.3.0
+soupsieve==2.4.1
+SQLAlchemy==2.0.15
+stack-data==0.6.2
+starlette==0.27.0
+streamlit==1.24.1
+streamlit-authenticator==0.2.2
+streamlit-chat==0.1.1
+sympy==1.12
+tabulate==0.9.0
+tenacity==8.2.2
+threadpoolctl==3.1.0
+tiktoken==0.3.1
+tokenizers==0.13.3
+toml==0.10.2
+toolz==0.12.0
+torch==2.0.1
+torchvision==0.15.2
+tornado==6.3.2
+tqdm==4.65.0
+traitlets==5.9.0
+transformers==4.29.2
+typing-inspect==0.9.0
+typing_extensions==4.6.3
+tzdata==2023.3
+tzlocal==4.3
+uc-micro-py==1.0.2
+urllib3==2.0.2
+uvicorn==0.22.0
+uvloop==0.17.0
+validators==0.20.0
+watchfiles==0.19.0
+wcwidth==0.2.6
+websockets==11.0.3
+xxhash==3.2.0
+yarg==0.1.9
+yarl==1.9.2
+zipp==3.15.0
+zstandard==0.21.0
+openai-whisper==20230314

setup.sh

@@ -0,0 +1,8 @@
+mkdir -p ~/.streamlit/
+echo "\
+[server]\n\
+headless = true\n\
+port = $PORT\n\
+enableCORS = false\n\
+\n\
+" > ~/.streamlit/config.toml