data2vec

There are 1 repository under data2vec topic.

s3prl
s3prl / s3prl
Self-Supervised Speech Pre-training and Representation Learning Toolkit
speech-representation mockingjay representation-learning apc tera self-supervised-learning speech-pretraining vq-apc wav2vec vq-wav2vec wav2vec2 cpc pase decoar hubert distilhubert wavlm unispeech-sat decoar2 data2vec
Language:Python 2470
arxyzan / data2vec-pytorch
PyTorch implementation of "data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language" from Meta AI
beit data2vec fairseq huggingface pytorch roberta self-supervised-learning wav2vec
Language:Python 182
HolgerBovbjerg / data2vec-KWS
This repository contains code for applying Data2Vec to pretrain Keyword Transformer model as described in "Improving Label-Deficient Keyword Spotting Through Self-Supervised Pretraining".
data2vec keyword-spotting self-supervised-learning transformer
Language:Python 29
Guillem96 / data2vec-vision
PyTorch implementation of Data2Vec self-supervised approach for vision use cases.
pytorch deep-learning data2vec vision self-supervised self-supervised-learning hacktoberfest
Language:Jupyter Notebook 18
ashutosh1919 / data2vec-pytorch
Ready to run PyTorch implementation of Data2Vec 2.0: Highly efficient self-supervised representation learning for vision, speech and text.
audio-machine-learning computer-vision data2vec deep-learning embedding-models multimodal-deep-learning nlp pytorch self-supervised-learning
Language:Python 15
chloeskt / data2vec_ensae
Deep Learning course final project at ENSAE Paris. The project is centered around data2vec model (first multi-modal self-supervised algorithm). The goal is to compare it to unimodal self-supervised models on Question Answering and Sentiment Classification tasks.
deep-learning nlp question-answering data2vec self-supervised-learning sentiment-analysis sentiment-classification
Language:Python 2
shasan7 / SER_Transformer
Speech Emotion Recognition (SER) using the RAVDESS dataset.
audio-processing classification data2vec deep-learning distilhubert hubert huggingface hyperparameter-tuning python speech-emotion-recognition speech-processing transformer wav2vec2 wavlm deepfake-detector-v2 mit-ast mms-300m voiceguard
Language:Jupyter Notebook 0

data2vec

s3prl / s3prl

arxyzan / data2vec-pytorch

HolgerBovbjerg / data2vec-KWS

Guillem96 / data2vec-vision

ashutosh1919 / data2vec-pytorch

chloeskt / data2vec_ensae

shasan7 / SER_Transformer