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Projects in Awesome Lists tagged with timit
A curated list of projects in awesome lists tagged with timit .
https://github.com/mravanelli/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.
asr deep-learning deep-neural-networks dnn dnn-hmm gru kaldi lstm lstm-neural-networks multilayer-perceptron-network pytorch recurrent-neural-networks rnn rnn-model speech speech-recognition timit
Last synced: 30 Sep 2024
https://github.com/mravanelli/sincnet
SincNet is a neural architecture for efficiently processing raw audio samples.
artificial-intelligence asr audio audio-processing cnn convolutional-neural-networks deep-learning digital-signal-processing filtering neural-networks python pytorch signal-processing speaker-identification speaker-recognition speaker-verification speech-processing speech-recognition timit waveform
Last synced: 30 Sep 2024
https://github.com/mravanelli/SincNet
SincNet is a neural architecture for efficiently processing raw audio samples.
artificial-intelligence asr audio audio-processing cnn convolutional-neural-networks deep-learning digital-signal-processing filtering neural-networks python pytorch signal-processing speaker-identification speaker-recognition speaker-verification speech-processing speech-recognition timit waveform
Last synced: 02 Aug 2024
https://github.com/speechbrain/speechbrain.github.io
The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.
beamforming deep-learning deeplearning librispeech neural-network neural-networks speaker-identification speaker-recognition speaker-verification speech speech-analysis speech-api speech-emotion-recognition speech-processing speech-recognition speech-recognizer speech-separation speech-to-text speechrecognition timit
Last synced: 02 Aug 2024
https://github.com/hirofumi0810/tensorflow_end2end_speech_recognition
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
asr attention-mechanism automatic-speech-recognition beam-search csj ctc end-to-end end-to-end-learning joint-ctc-attention librispeech speech-recognition speech-to-text tensorflow timit timit-dataset
Last synced: 07 Aug 2024
https://github.com/philipperemy/timit
The DARPA TIMIT Acoustic-Phonetic Continuous Speech Corpus.
darpa speech timit timit-dataset
Last synced: 03 Oct 2024
https://github.com/mravanelli/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.
asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit
Last synced: 07 Aug 2024