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Pytorch Kaldi ⭐ 2,138

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Sincnet ⭐ 764

SincNet is a neural architecture for efficiently processing raw audio samples.

Ctc_pytorch ⭐ 121

CTC end -to-end ASR for timit and 863 corpus.

Pytorch_mlp_for_asr ⭐ 27

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

Pytorchsr ⭐ 12

Pytorch based phoneme recognition (TIMIT phoneme classification)

Pytorch End To End Asr On Timit ⭐ 8

Attention-based end-to-end ASR on TIMIT in PyTorch

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