lucko515/speech-recognition-neural-network
This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.
This project helps machine learning practitioners build and train deep neural networks for automatic speech recognition (ASR). It takes raw audio files, converts them into suitable features, and then processes these features to output transcribed text. This is designed for AI/ML students and researchers who want to understand and experiment with ASR model development.
190 stars. No commits in the last 6 months.
Use this if you are a machine learning student or researcher looking to implement and experiment with an end-to-end automatic speech recognition system from scratch.
Not ideal if you need an out-of-the-box, production-ready speech-to-text solution without deep involvement in model architecture and training.
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Aug 15, 2017
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