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Search results for lstm asr

8 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.

Keras Kaldi ⭐ 124

Keras Interface for Kaldi ASR

Eesen For Thchs30 ⭐ 62

ASR for Chinese Mandarin

End-to-End Keyword Spotting (E2E-KWS) using a character level LSTM

Lstm Rnn ⭐ 20

Portal of Johannes and Felix's RNN implementation and further modifications for ASR

Chinese Asr ⭐ 10

Chinese-ASR built on kaldi

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.

Bilatticernn Confidence ⭐ 7

Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks https://arxiv.org/abs/1910.11933 or https://ieeexplore.ieee.org/document/9053264

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