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wav2vec

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s3prl

s3prl /s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

representation-learning tera cpc apc pase mockingjay self-supervised-learning speech-representation wav2vec speech-pretraining hubert vq-apc vq-wav2vec wav2vec2 decoar distilhubert wavlm unispeech-sat decoar2 data2vec

UpdatedMar 11, 2025
Python

mailong25 /self-supervised-speech-recognition

speech to text with self-supervised learning based on wav2vec 2.0 framework

speech-recognition semi-supervised-learning speech-to-text unsupervised-learning self-supervised-learning wav2vec vietnamese-speech-recognition

UpdatedNov 22, 2021
Python

oliverguhr /wav2vec2-live

A live speech recognition using Facebooks wav2vec 2.0 model.

pyaudio speech speech-recognition speech-to-text asr wav2vec wav2vec2

UpdatedFeb 4, 2024
Python

arxyzan /data2vec-pytorch

PyTorch implementation of "data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language" from Meta AI

pytorch fairseq self-supervised-learning roberta huggingface wav2vec beit data2vec

UpdatedMay 30, 2023
Python

shangeth /SpeakerProfiling

Estimating the Age, Height, and Gender of a speaker with their speech signal.https://arxiv.org/pdf/2110.13653.pdf

speech cnn lstm classification speaker-recognition speaker-verification speech-processing audio-processing wav2vec

UpdatedMay 12, 2021
Python

robinhad /voice-recognition-ua

Training scripts for Speech-To-Text models for Ukrainian language

speech-recognition speech-to-text ukrainian stt asr deepspeech ukrainian-language wav2vec coqui-ai

UpdatedAug 28, 2023
Jupyter Notebook

loretoparisi /wave2vec-recognize-docker

Wave2vec 2.0 Recognize pipeline

docker pytorch automatic-speech-recognition asr wav2letter kenlm wav2vec

UpdatedDec 22, 2020
Python

lucasgris /wav2vec4bp

Wav2vec resources and models for Brazilian Portuguese

dataset automatic-speech-recognition speech-to-text portuguese brazilian-portuguese wav2vec wav2vec2

UpdatedJul 15, 2022
Jupyter Notebook

bhattbhavesh91 /wav2vec2-huggingface-demo

Speech to Text with self-supervised learning based on wav2vec 2.0 framework using Hugging Face's Transformer

speech speech-recognition speech-to-text unsupervised-learning speech-processing self-supervised-learning wav2vec facebook-wav2vec

UpdatedJun 1, 2021
Jupyter Notebook

daanzu /wav2vec2_stt_python

Simple Python library, distributed via binary wheels with few direct dependencies, for easily using wav2vec 2.0 models for speech recognition

python speech pytorch speech-recognition speech-to-text wav2vec wav2vec2

UpdatedAug 16, 2021
Python

notAI-tech /IndicASR

Speeech Recognition for Indic languages.

transformers pytorch speech-recognition speech-to-text telugu asr indian-language wav2vec wav2vec2

UpdatedApr 3, 2021
Python

jvel07 /wav2vec2_patho

Fine-tuning wav2vec2 to for Pathological Speech Processing

deep-learning transformers pytorch sound-processing speech-recognition speech-processing emotion-recognition utterance fine-tuning x-vector speech-embeddings wav2vec wav2vec2 computational-paralinguistics dnn-embeddings

UpdatedDec 1, 2023
Jupyter Notebook

thisisHJLee /Fine-Tuning-of-XLSR-Wav2Vec2-on-Korean

nlp avr transformers stt wav2vec wav2vec2

UpdatedNov 28, 2022
Jupyter Notebook

phanxuanphucnd /wav2asr

A library version of wav2vec 2.0 framework for Automatic Speech Recognition task.

speech-recognition speech-to-text asr wav2vec wav2vec2 wav2asr wave2asr

UpdatedJul 30, 2021
Python

manhph2211 /DSP101

Building a speaker identification & verification pipeline for Vietnamese voices 😪

torch mfcc librosa siamese-network torchaudio contrastive-loss speaker-identification spectogram wav2vec xvector-embeddings speech-verification

UpdatedOct 27, 2021
Jupyter Notebook

NabinAdhikari674 /wav2vec

A repo to make installation and training of a wav2vec model easier

UpdatedNov 22, 2020
Python

oswaldoludwig /Pruning-pre-trained-models-using-evolutionary-computation

This repository contains scripts to prune Wav2vec2 using a neuroevolution-based method. More details about this method can be found in the paper Compressing Wav2vec2 for Embedded Applications.

genetic-algorithm pytorch evolutionary-algorithms pruning evolutionary-computation asr model-compression pre-trained-model huggingface transformer-models wav2vec e2e-asr pruning-optimization wav2vec2 pruning-algorithms

UpdatedNov 8, 2023
Shell

MarwaAbdelAal /ASR-correction-model

ASR model generates transcription from audio waves, then correct the word spelling

nlp python3 asr wav2vec

UpdatedDec 29, 2021
Python

Katashynskyi /Voice_assistant_UA_EN

No api-keys | local | llama3.1 For language studying and live translation

chatbot speech-recognition llama speech-to-text voice-assistant language-classification streamlit wav2vec llm edge-tts ollama-python

UpdatedMar 1, 2025
Python

mead-ml /audio8

Deep audio modeling

audio deep-learning pytorch speech-recognition wav2vec wav2vec2

UpdatedJan 27, 2022
Python

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