pannous/tensorflow-speech-recognition

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

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Established

Implements end-to-end speech-to-text conversion by converting audio spectrograms through sequence-to-sequence models with LSTM and dense architectures, supporting real-time microphone input via PyAudio. The project includes modular training pipelines and toy classifiers for numbers and speakers, designed as a standalone Linux solution leveraging public datasets like OpenSLR. **Note: This is archived/educational code—the maintainers recommend using Mozilla DeepSpeech or OpenAI Whisper for production use.**

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Python

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Last pushed

Jan 17, 2024

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