Feature Request: Audio File Handling

[marawanxmamdouh]

Description:

Integrate a speech-to-text module to handle audio files, converting speech to text for interaction. This feature will allow users to upload audio files and interact with the transcribed text.

Key Tasks:

1. Audio File Uploading:

   • Allow users to upload audio files through the interface.

2. Speech-to-Text Conversion:

   • Implement a speech-to-text module to transcribe audio content into text.

3. Summary Generation:

   • Create functions to generate textual summaries of the audio content, highlighting key points and insights.

4. Data Visualization:

   • Integrate visualization tools (e.g., word clouds, keyword frequency graphs) to represent insights from the transcribed text.

5. User Interface:

   • Design a user-friendly interface for uploading audio files, viewing transcriptions, and interacting with the text.

6. Performance Optimization:

   • Ensure efficient handling of large audio files, optimizing for both memory and processing speed.

Acceptance Criteria:

• Users can upload audio files and receive accurate transcriptions.
• The system can interpret and execute natural language queries on the transcribed text.
• Users can generate summaries and visualizations from the transcribed content.
• The interface is intuitive and responsive.

Additional Notes:

• Follow PEP 8 guidelines when writing Python code.
• Use a linter to maintain code quality.
• Implement the feature using classes where appropriate.
• Adhere to SOLID principles and Object-Oriented Programming (OOP) best practices.
• Ensure the feature is compatible with both CPU and GPU setups to maintain broad accessibility.

Milestones:

1. Basic audio upload and transcription functionality.
2. Initial implementation of natural language querying on transcribed text.
3. Summary generation capabilities.
4. Data visualization integration.
5. User interface design and testing.
6. Performance optimization and final testing.

[Vivisteria11]

Hello ,I would like to work on this ,could you assign this to me

[marawanxmamdouh]

@Vivisteria11 It's yours! If you need any help, feel free to reach out to me on Discord

[ghost-2362003]

@marawanxmamdouh can we use some other model for the purpose of audio-to-text conversion?

[marawanxmamdouh]

Sure, go ahead

[ghost-2362003]

hey @marawanxmamdouh just hit a bit of a snag it seems that this feature would require a paid cloud speech to text service however i dont have a credit card to sign up for those services how do you recommend to proceed??

[Vivisteria11]

I am not able to resolve this , I feel it would be better if someone else could take over .Thank you

[ghost-2362003]

If possible @marawanxmamdouh Assign me I am in the process of using pytorch to get the speech to text service