librispeech

There are 3 repositories under librispeech topic.

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.
deep-learning speech-recognition speech-to-text speech speech-processing speaker-recognition speaker-verification speaker-identification speech-separation speech-emotion-recognition speechrecognition speech-recognizer deeplearning neural-network neural-networks beamforming timit librispeech speech-analysis speech-api
Language:HTML 361
filippogiruzzi / voice_activity_detection
Voice Activity Detection based on Deep Learning & TensorFlow
voice-activity-detection deep-learning speech tensorflow time-series time-series-classification resnet speech-recognition speech-detection python mfcc-features machine-learning vad deeplearning artificial-intelligence deep-neural-networks librispeech librispeech-dataset
Language:Python 345
hirofumi0810 / tensorflow_end2end_speech_recognition
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
speech-recognition ctc tensorflow timit csj timit-dataset attention-mechanism automatic-speech-recognition asr librispeech end-to-end end-to-end-learning speech-to-text joint-ctc-attention beam-search
Language:Python 314
juliagusak / dataloaders
Pytorch and TensorFlow data loaders for several audio datasets
dataloader pytorch tfrecords dataset librispeech gtzan nsynth esc audio-processing
Language:Python 109
pyyush / SpecAugment
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition
automatic-speech-recognition specaugment librispeech data-augmentation spectrogram masking
Language:Python 69
hirofumi0810 / asr_preprocessing
Python implementation of pre-processing for End-to-End speech recognition
speech-recognition ctc attention-mechanism timit timit-dataset switchboard csj automatic-speech-recognition librispeech end-to-end transcription preprocessing dataset
Language:Python 68
30stomercury / Automatic-Speech-Recognition
End-to-End Speech Recognition Using Tensorflow
speech-recognition listen-attend-and-spell tensorflow automatic-speech-recognition asr librispeech tfrecord location-aware-attention
Language:Python 40
wq2012 / SpeakerRecognitionFromScratch
Final project for the Speaker Recognition course on Udemy, 机器之心, 深蓝学院 and 语音之家
attention-mechanism deep-learning librispeech lstm neural-network pytorch speaker-recognition speaker-recognition-systems transformer transformer-models
Language:Python 39
soheil-mp / Speech-Recognition
End-to-End Speech Recognition using Neural Networks.
asr audio automatic-speech-recognition librispeech
Language:Jupyter Notebook 35
oleges1 / quartznet-pytorch
Quartznet implementation on pytorch [https://arxiv.org/abs/1910.10261]
quartznet quartznet-pytorch automatic-speech-recognition asr asr-model pytorch common-voice librispeech
Language:Jupyter Notebook 25
jreremy / conformer
Pytorch implementation of conformer with with training script for end-to-end speech recognition on the LibriSpeech dataset.
conformer pytorch librispeech librispeech-dataset machine-learning speech-recognition asr
Language:Python 21
stefanpantic / asr
Automatic speech recognition using neural networks
asr automatic-speech-recognition common-voice jasper librispeech machine-learning neural-networks python quartznet tensorflow
Language:Python 19
zssloth / TF-Speech-Recognition
Speech Recognition Using Tensorflow
speech-recognition librispeech tensorflow deep-learning neural-networks
Language:Python 13
bhigy / zr-2021vg_baseline
Baselines for the Zero-Resources Speech Challenge using VisuallyGrounded Models of Spoken Language, 2021 edition
weakly-supervised-learning speech-processing deep-neural-networks pytorch multimodal-learning representation-learning visually-grounded-speech spokencoco librispeech challenge
Language:Python 7
BenAAndrew / speech-transcriber
A web-app/library for transcribing speech
cmu-sphinx librispeech silero transcription
Language:Python 6
nvmoyar / aind2-speech-recognition
Some approaches based on deep learning to build the acoustic model for an end-to-end automatic speech recognition (ASR) pipeline.
asr automatic-speech-recognition asr-pipeline speech-recognition speech-recognizer librispeech acoustic-model
Language:Jupyter Notebook 6
vjoki / fsl-experi
Few-shot learning experiments mostly on speaker recognition.
speaker-recognition speaker-identification few-shot-learning siamese-neural-network resnet34 librispeech voxceleb metric-learning
Language:Python 5
jayaneetha / GenderClassifierLibriSpeech
Gender Classification of the speaker from LibriSpeech Dataset
librispeech librispeech-dataset cnn keras lstm classification speaker-identification audio-processing
Language:Python 4
UDASE-CHiME2023 / reverberant-LibriCHiME-5
Scripts to generate the reverberant LibriCHiME-5 dataset.
chime-5 chime-7-udase chime-challenge librispeech speech-enhancement voice-home
Language:Python 4
EmanuelAlogna / Gender-Classification-using-ML
Gender Classification with different Machine Learning models, using the LibriSpeech ASR dataset.
speech-recognition speech-classification machine-learning machine-learning-algorithms logistic-regression naive-bayes perceptron svm mlp deep-learning convolutional-neural-networks librispeech librispeech-dataset k-nearest-neighbors
Language:Jupyter Notebook 3
nick-monto / Specs2text
Replication of Jasper speech-to-text network using Intel optimized TensorFlow.
deep-learning deep-neural-networks fully-convolutional-networks intel jasper keras-api librispeech residual-networks skip-connections speech-to-text tensorflow
Language:Python 3
hammaad2002 / SimpleASRmodel
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.
asr asr-model librispeech pytorch pytorch-implementation pytorch-tutorial speech-recognition supervised-learning timit timit-dataset crdnn
Language:Jupyter Notebook 2
jordandeklerk / Conformer
Implementing automatic speech recognition Conformer in PyTorch on Librispeech-100
artificial-intelligence conformer speech-recognition transformer asr librispeech
Language:Python 2
to-schi / ASR-Deepspeech2-Tensorflow
An end-to-end speech recognition engine similar to DeepSpeech2
data-preparation librispeech mel-spectrogram speech-recognition speech-to-text tensorflow ctc-decode ctc-loss
Language:Jupyter Notebook 2
andi611 / Kaldi-LibriSpeech-fMLLR
This repository contains Kaldi recipes on the LibriSpeech corpora to extract fMLLR features
fmllr kaldi kaldi-librispeech librispeech librispeech-fmllr
Language:Shell 1
Ephrem-ETH / E2E-ASR-on-Librispeech
End to End Automatic Speech Recognition on Librispeech: Pytorch implementation
e2e-asr librispeech asr ctc
Language:Python 1
tnakatani / dnn_speech_recognition
Implement a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline
asr speech-recognition librispeech
Language:HTML 0

librispeech

speechbrain / speechbrain.github.io

filippogiruzzi / voice_activity_detection

hirofumi0810 / tensorflow_end2end_speech_recognition

juliagusak / dataloaders

pyyush / SpecAugment

hirofumi0810 / asr_preprocessing

30stomercury / Automatic-Speech-Recognition

wq2012 / SpeakerRecognitionFromScratch

soheil-mp / Speech-Recognition

oleges1 / quartznet-pytorch

jreremy / conformer

stefanpantic / asr

zssloth / TF-Speech-Recognition

bhigy / zr-2021vg_baseline

BenAAndrew / speech-transcriber

nvmoyar / aind2-speech-recognition

vjoki / fsl-experi

jayaneetha / GenderClassifierLibriSpeech

UDASE-CHiME2023 / reverberant-LibriCHiME-5

EmanuelAlogna / Gender-Classification-using-ML

nick-monto / Specs2text

hammaad2002 / SimpleASRmodel

jordandeklerk / Conformer

to-schi / ASR-Deepspeech2-Tensorflow

andi611 / Kaldi-LibriSpeech-fMLLR

Ephrem-ETH / E2E-ASR-on-Librispeech

tnakatani / dnn_speech_recognition