librispeech

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hirofumi0810 / tensorflow_end2end_speech_recognition

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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

Updated Jan 23, 2018
Python

speechbrain / speechbrain.github.io

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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 neural-network speech speech-recognition neural-networks deeplearning speech-to-text speaker-recognition speaker-verification speech-processing speech-recognizer beamforming speech-analysis timit speechrecognition speech-api speech-separation librispeech speech-emotion-recognition speaker-identification

Updated Jun 3, 2020
CSS

andi611 / Self-Supervised-Speech-Pretraining-and-Representation-Learning

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Official implementation of the S3PRL toolkit: self-supervised pre-training of Mockingjay, TERA, AALBERT, APC, and more to come. With easy-to-use standard downstream evaluation scripts including phone classification, speaker recognition, and ASR. (All in Pytorch)

pytorch speech-recognition kaldi representation-learning tera speaker-recognition albert bert asr apc timit mockingjay librispeech self-supervised-learning speech-representation phone-classification speech-pretraining pytorch-kaldi aalbert

Updated Jun 18, 2020
Python

juliagusak / dataloaders

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Pytorch and TensorFlow data loaders for several audio datasets

pytorch dataset dataloader esc tfrecords audio-processing librispeech nsynth gtzan

Updated Jan 13, 2020
Python

filippogiruzzi / voice_activity_detection

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Voice Activity Detection based on Deep Learning & TensorFlow

python machine-learning deep-neural-networks deep-learning time-series tensorflow speech artificial-intelligence speech-recognition vad resnet deeplearning time-series-classification voice-activity-detection librispeech speech-detection librispeech-dataset mfcc-features

Updated Apr 14, 2020
Python

hirofumi0810 / asr_preprocessing

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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

Updated Feb 19, 2018
Python

soheillll / Automatic-Speech-Recognition

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Building a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline! pipeline will accept raw audio as input and return a predicted transcription of the spoken language.

audio automatic-speech-recognition asr librispeech