audio-to-speech-pipeline
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Open-Speech-EkStep
This will hold the data pipeline to convert raw audio data to speech which will act as input dataset for speech-to-text pipeline
Intelligent Data Pipeline
It is a part of Vakyansh's recipes to build state of the art Speech Recogniition Model
Pipelines to transform raw data and prepare data for model training. They clean, process and balance data for model training
If you like Vakyansh, ⭐ the project to support its development!_
Key Highlights
- Automated: Vakyansh's pipelines are fully automated and no human intervention is required to process the audio pipelines. It uses pre trained models to identify language, gender and speakers in the audio.
- Scalable: Process thousands of hours of data in 2-3 days leveraging K8s capabilities. Allows faster time to market.
- Versatile: Vakyansh's pipelines can run on any VM's or Kubernetes cluster on any cloud. For scalability it is recommended to run on Kubernetes
- Quality: Vakyansh lays strong emphasis on code quality and high test coverage to ensure its seamless use and continued maintenance.
Documentation
Please follow the documentation for Intelligent Data Pipeline here
You can improve it by sending pull requests to the documentation repository.
License
MIT License
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Open-Speech-EkStep
Metadata
This will hold the data pipeline to convert raw audio data to speech which will act as input dataset for speech-to-text pipeline