Closed SarveshAtawane closed 2 weeks ago
The project has been renamed from "Transcription" to "PUCAR Judge ASR" and now includes new functionalities such as real-time automatic speech transcription using Gradio and Transformers, as well as S3 integration for ASR output editing. Additionally, new dependencies have been added to support these features.
Files | Change Summary |
---|---|
Transcription/README.md | Renamed project to "PUCAR Judge ASR" and added a link to a PRD document. |
Transcription/example.py | Introduced real-time automatic speech transcription using Gradio and Transformers. |
Transcription/requirements.txt | Updated to include new dependencies: gradio , transformers , torch , torchaudio , fastapi . |
Transcription/server.py | Introduced functionality related to S3 and Huggingface dataset for ASR output editing. |
Transcription/train.py | Added processing of .wav and .txt files, Whisper feature extractor, and encoder integration. |
sequenceDiagram
participant User
participant Gradio Interface
participant Transcriber Function
participant Transformers Pipeline
participant S3 Storage
User->>Gradio Interface: Upload audio
Gradio Interface->>Transcriber Function: Send audio chunk
Transcriber Function->>Transformers Pipeline: Process audio
Transformers Pipeline-->>Transcriber Function: Return transcription
Transcriber Function-->>Gradio Interface: Display transcription
Gradio Interface->>User: Show real-time transcription
Transcriber Function->>S3 Storage: Save transcription (if applicable)
In the land of code and bytes,
A project takes new heights.
From "Transcription" it did grow,
To "PUCAR Judge ASR," a name to show.
With Gradio and Transformers in play,
Real-time speech transcribes the day.
🎤✨
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@ChakshuGautam Please review.
Summary by CodeRabbit
New Features
Documentation
Chores
requirements.txt
to include new dependencies:gradio
,transformers
,torch
,torchaudio
, andfastapi
.