Mirco Ravanelli (@mravanelli)
github

mravanelli

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  • Stars
    star
    3,626
  • Global Rank 7,659 (Top 0.3 %)
  • Followers 684
  • Following 210
  • Registered over 8 years ago
  • Most used languages
    Python
         60.0 %
    Perl
         40.0 %
  • Location 🇨🇦 Canada
  • Country Total Rank 263
  • Country Ranking
    Perl
         19
    Python
         41

Top 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 are performed with the kaldi toolkit.
Python
2,351
star
2

SincNet

SincNet is a neural architecture for efficiently processing raw audio samples.
Python
1,101
star
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
93
star
4

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 supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.
Perl
38
star
5

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
32
star
6

joint_training_ASR

Joint Training for (Distant) Speech Recognition
3
star