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zzw922cn /awesome-speech-recognition-speech-synthesis-papers

Star3k

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

roadmap neural-network cnn dnn tts speech-synthesis speech-recognition rnn seq2seq automatic-speech-recognition papers language-model attention-mechanism speaker-verification voice-conversion timit-dataset acoustic-model diffusion-models singing-voice-synthesis recognition-synthesis

UpdatedOct 19, 2023

zzw922cn /Automatic_Speech_Recognition

Star2.8k

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

audio deep-learning tensorflow paper end-to-end evaluation cnn lstm speech-recognition rnn automatic-speech-recognition feature-vector data-preprocessing phonemes timit-dataset layer-normalization rnn-encoder-decoder chinese-speech-recognition

UpdatedMar 24, 2023
Python

hirofumi0810 /tensorflow_end2end_speech_recognition

Star315

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

tensorflow end-to-end speech-recognition beam-search automatic-speech-recognition speech-to-text attention-mechanism asr timit-dataset ctc timit end-to-end-learning csj librispeech joint-ctc-attention

UpdatedJan 23, 2018
Python

philipperemy /timit

Sponsor

Star300

The DARPA TIMIT Acoustic-Phonetic Continuous Speech Corpus.

speech timit-dataset timit darpa

UpdatedMar 5, 2022

hirofumi0810 /asr_preprocessing

Star69

Python implementation of pre-processing for End-to-End speech recognition

end-to-end dataset speech-recognition automatic-speech-recognition preprocessing transcription attention-mechanism timit-dataset ctc switchboard timit csj librispeech

UpdatedFeb 19, 2018
Python

haoxiangsnr /Build-SE-Dataset

Star25

Build speech enhancement dataset.

timit-dataset speech-enhancement speechenhancement noisex92 noisex-92

UpdatedMay 17, 2019
Python

venusdev85 /Speech-Recognition

Star19

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

audio deep-learning tensorflow end-to-end cnn lstm speech-recognition rnn feature-vector data-processing phonemes timit-dataset layer-normalization rnn-encoder-decoder

UpdatedMar 29, 2018
Python

orbxball /timit-preprocessor

Star15

Extract mfcc vectors and phones from TIMIT dataset

deep-learning phone speech-recognition data-preprocessing mfcc timit-dataset timit

UpdatedMar 23, 2023
Shell

anicolson /SPN-ASI

Star11

Sum-Product Networks (SPNs) for Robust Automatic Speaker Identification.

missing-data speaker-verification timit-dataset robustness timit sum-product-networks speaker-identification deep-xi spn-speaker-model robust-speaker-recognition ideal-binary-mask robust-speaker-identification robust-speaker-verification missing-feature-theory marginalisation marginalization

UpdatedAug 30, 2020
Python

methi1999 /rnn_kws

Star9

Keyword spotting using RNNs + Edit distance

keyword-spotting timit-dataset rnn-pytorch

UpdatedMay 31, 2020
Python

xieliang555 /Automatic-Speech-Recognition

Star9

End-to-end ASR system on TIMIT

attention asr timit-dataset ctc-loss transducer-loss

UpdatedJul 7, 2020
Python

lischilpp /bachelor-thesis-phoneme-recognition-alignment

Star4

My bachelor thesis on Phoneme recognition and alignment on the TIMIT dataset

deep-learning pytorch neural-networks rnn speech-processing timit-dataset phoneme-recognition phoneme-alignment

UpdatedFeb 7, 2025
Python

zabir-nabil /speaker-verification-gmm

Star3

Speaker verification using Gaussian Mixture Model (GMM)

gaussian-mixture-models speaker-recognition speaker-verification timit-dataset speaker-identification speaker-identity speaker-verification-gmm speaker-recognition-gmm

UpdatedApr 28, 2022
Jupyter Notebook

hammaad2002 /SimpleASRmodel

Star2

A simple CRDNN based ASR model for my own understanding of how ASR works and are trained. (Work in progress) If anyone finds any error or have any suggestion please do let me know.

pytorch speech-recognition supervised-learning asr timit-dataset pytorch-tutorial timit librispeech pytorch-implementation asr-model crdnn