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The Top 19 Timit Open Source Projects

Open source projects categorized as Timit
Categories > Timit
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.
most recent commit 2 years ago
Sincnet ⭐ 764
SincNet is a neural architecture for efficiently processing raw audio samples.
most recent commit 3 years ago
Tensorflow_end2end_speech_recognition ⭐ 275
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
most recent commit 6 years ago
Timit ⭐ 221
The DARPA TIMIT Acoustic-Phonetic Continuous Speech Corpus.
most recent commit 2 years ago
Ctc_pytorch ⭐ 121
CTC end -to-end ASR for timit and 863 corpus.
most recent commit 4 years ago
Rnn Transducer ⭐ 100
MXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks
most recent commit 5 years ago
Listen Attend And Spell ⭐ 75
Tensorflow implementation of "Listen, Attend and Spell" authored by William Chan. This project utilizes input pipeline and estimator API of Tensorflow, which makes the training and evaluation truly end-to-end.
most recent commit 5 years ago
Keras Sincnet ⭐ 49
Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)
most recent commit 3 years ago
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.
most recent commit 6 years ago
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.
most recent commit 6 years ago
Timitspeech ⭐ 17
Speech recognition on the TIMIT (or any other) dataset
most recent commit 6 years ago
Timit Preprocessor ⭐ 14
Extract mfcc vectors and phones from TIMIT dataset
most recent commit a year ago
Pytorchsr ⭐ 12
Pytorch based phoneme recognition (TIMIT phoneme classification)
most recent commit 6 years ago
Automatic_speech_recognition_with_multi_models ⭐ 10
A Simple Automatic Speech Recognition (ASR) Model in Tensorflow, which only needs to focus on Deep Neural Network. It's easy to test popular cells (most are LSTM and its variants) and models (unidirectioanl RNN, bidirectional RNN, ResNet and so on). Moreover, you are welcome to play with self-defined cells or models.
most recent commit 6 years ago
Tensorflow Wavenet ⭐ 9
Implementation of WaveNet network based on Tensorflow.
most recent commit 6 years ago
Pytorch End To End Asr On Timit ⭐ 8
Attention-based end-to-end ASR on TIMIT in PyTorch
most recent commit 2 years ago
Gluon Audio ⭐ 7
A toolkit providing deep learning based audio recognition algorithm powered by Mxnet Gluon. Now only Text-Independent Speaker Recognition is implemented.
total releases 1most recent commit 5 years ago
Spn Asi ⭐ 7
Sum-Product Networks (SPNs) for Robust Automatic Speaker Identification.
most recent commit 4 years ago
Spear Speech Database ⭐ 7
A database of clean and noisy speech for audio research
most recent commit 6 years ago
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