Mirco Ravanelli mravanelli

Popular repositories

1. pytorch-kaldi

   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 a…

   Python 1.6k 334

2. SincNet

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

   Python 581 157

3. pySpeechRev

   This python code performs an efficient speech reverberation starting from a dataset of close-talking speech signals and a collection of acoustic impulse responses.

   Python 63 22

4. theano-kaldi-rnn

   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.

   Perl 29 14

5. pytorch_MLP_for_ASR

   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 sup…

   Perl 27 6

6. joint_training_ASR

   Joint Training for (Distant) Speech Recognition

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