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Search results for kaldi timit

7 search results found

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.

Ctc_pytorch ⭐ 121

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

Rnn Transducer ⭐ 100

MXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks

Theano Kaldi Rnn ⭐ 29

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

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.

Timit Preprocessor ⭐ 14

Extract mfcc vectors and phones from TIMIT dataset

Tensorflow Wavenet ⭐ 9

Implementation of WaveNet network based on Tensorflow.

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