Shypd.aiThe largest open index of AI toolsVoiceFilter is an open-source PyTorch implementation of Google AI's VoiceFilter system for targeted voice separation. It enables speech enhancement by filtering out unwanted voices from audio.
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VoiceFilter is an unofficial PyTorch implementation of Google AI's VoiceFilter system, designed for targeted voice separation by speaker-conditioned spectrogram masking. This open-source project allows users to filter out specific voices from mixed audio, enhancing speech clarity. While the original author notes some limitations due to its early development, it provides a foundational framework for researchers and developers in audio processing. It includes functionalities for dataset preparation, model training, and inference, utilizing d-vector embeddings for speaker recognition. The project also offers pointers to newer, more reliable VoiceFilter implementations and recommends PyTorch Lightning for deep learning project templates.
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