wav2vec2

There are 114 repositories under wav2vec2 topic.

  • PaddlePaddle/PaddleSpeech

    Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

    Language:Python11.2k1841.9k1.9k
  • s3prl

    s3prl/s3prl

    Self-Supervised Speech Pre-training and Representation Learning Toolkit

    Language:Python2.3k46398486

  • audeering/w2v2-how-to

    How to use our public wav2vec2 dimensional emotion model

    Language:Jupyter Notebook45991649

  • oliverguhr/wav2vec2-live

    A live speech recognition using Facebooks wav2vec 2.0 model.

    Language:Python32871556
  • vid2cleantxt

    pszemraj/vid2cleantxt

    Python API & command-line tool to easily transcribe speech-based video files into clean text

    Language:Jupyter Notebook18841128

  • habla-liaa/ser-with-w2v2

    Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'

    Language:Jupyter Notebook12671823

  • khanld/ASR-Wav2vec-Finetune

    :zap: Finetune Wa2vec 2.0 For Speech Recognition

    Language:Python1152924

  • inboxpraveen/LLM-Minutes-of-Meeting

    🎤📄 An innovative tool that transforms audio or video files into text transcripts and generates concise meeting minutes. Stay organized and efficient in your meetings, and get ready for Phase 2 where we'll be open for contributions to enable real-time meeting transcription! 🚀

    Language:Python1071411
  • ASR

    vietai/ASR

    End-to-End Vietnamese Speech Recognition using wav2vec 2.0

    93329

  • thevasudevgupta/gsoc-wav2vec2

    GSoC'2021 | TensorFlow implementation of Wav2Vec2

    Language:Jupyter Notebook8942229

  • tuanio/noisy-student-training-asr

    Pytorch implementation of Noisy Student Training for Automatic Speech Recognition and Automatic Pronunciation Error Detection problem

    Language:Python862515

  • Telegram-Zalo/zac2022-lyric-alignment

    Solution for Zalo AI Challenge 2022 - Lyrics Alignment

    Language:Python672118

  • lstrgar/self-supervised-phone-segmentation

    Phoneme segmentation using pre-trained speech models

    Language:Python545510
  • MiniASR

    vectominist/MiniASR

    A mini, simple, and fast end-to-end automatic speech recognition toolkit.

    Language:Jupyter Notebook47316

  • mmakiuchi/multimodal_emotion_recognition

    Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in the ASRU 2021 conference.

    Language:Python46228

  • pooya-mohammadi/audio-classification-pytorch

    In this project, several approaches for training/finetuning an audio gender recognition is provided. The code can simply be used for any other audio classification task by simply changing the number of classes and the input dataset.

    Language:Jupyter Notebook38134

  • Hamtech-ai/wav2vec2-fa

    fine-tune Wav2vec2. an ASR model released by Facebook

    Language:Jupyter Notebook37215

  • mt-upc/SHAS

    SHAS: Approaching optimal Segmentation for End-to-End Speech Translation

    Language:Python37654

  • ECNU-Cross-Innovation-Lab/ShiftSER

    [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations

    Language:Python35222

  • khanld/Wav2vec2-Pretraining

    Wav2vec 2.0 Self-Supervised Pretraining

    Language:Python35203

  • HarunoriKawano/Wav2vec2.0

    Implementation of the paper "wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations" in Pytorch.

    Language:Python34112

  • ttop32/wav2vec2-live-japanese-translator

    real time japanese speech recognition translator using wav2vec2

    Language:Jupyter Notebook33123

  • lucasgris/wav2vec4bp

    Wav2vec resources and models for Brazilian Portuguese

    Language:Jupyter Notebook32322

  • mikezzb/lyrics-sync

    A deep learning lyrics-to-audio alignment system, generating synchronized lyrics from a song and its lyrics

    Language:Jupyter Notebook28311

  • egorsmkv/asr-corpus-creator

    This app is intended to automatically create a corpus for ASR systems using pseudo-labeling.

    Language:Python272283

  • 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

    Language:Python24513

  • hammaad2002/ASRAdversarialAttacks

    An ASR (Automatic Speech Recognition) adversarial attack repository.

    Language:Jupyter Notebook24131

  • AmirAbaskohi/Automatic-Speech-recognition-for-Speech-Assessment-of-Persian-Preschool-Children

    Preschool evaluation is crucial because it gives teachers and parents influential knowledge about children's growth and development. The COVID-19 pandemic has highlighted the necessity of online assessment for preschool children. One of the areas that should be tested is their ability to speak. Employing an Automatic Speech Recognition (ASR) system would not help since they are pre-trained on voices that differ from children's in terms of frequency and amplitude. Because most of these are pre-trained with data in a specific range of amplitude, their objectives do not make them ready for voices in different amplitudes. To overcome this issue, we added a new objective to the masking objective of the Wav2Vec 2.0 model called Random Frequency Pitch (RFP). In addition, we used our newly introduced dataset to fine-tune our model for Meaningless Words (MW) and Rapid Automatic Naming (RAN) tests. Using masking in concatenation with RFP outperforms the masking objective of Wav2Vec 2.0 by reaching a Word Error Rate (WER) of 1.35. Our new approach reaches a WER of 6.45 on the Persian section of the CommonVoice dataset. Furthermore, our novel methodology produces positive outcomes in zero- and few-shot scenarios.

    Language:Jupyter Notebook21111

  • mpoyraz/wav2vec2-turkish

    Turkish Speech Recognition using Facebook's Wav2vec 2.0 models

    Language:Python19312

  • yamahigashi/Wav2Vec2FBX

    Recognize speech from an audio file and convert it into animation FBX

    Language:Python19303

  • ECNU-Cross-Innovation-Lab/ENT

    [ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition

    Language:Python18201
  • WOLOF-ASR-Wav2Vec2

    kingabzpro/WOLOF-ASR-Wav2Vec2

    Audio Preprocessing and finetuning of wav2vec2-large-xlsr model on AI4D Baamtu Datamation - Automatic Speech Recognition in WOLOF Data.

    Language:Jupyter Notebook17107
  • cantonese-selfish-project

    scottykwok/cantonese-selfish-project

    Cantonese Selfish Project 廣東話自肥企劃 at PYCON HK 2021

    Language:Jupyter Notebook15111

  • skit-ai/Map-Mix

    The official implementation of the method discussed in the paper Improving Spoken Language Identification with Map-Mix(work accepted at ICASSP-2023)

    15331

  • FernandoLpz/SpeechRecognition

    This repository contains the implementation of an Automatic Speech Recognition system in python, using a client-server architecture with Web Sockets.

    Language:Python14212

  • techiaith/docker-huggingface-stt-cy

    Adnabod lleferydd Cymraeg i'r Gymraeg gyda HuggingFace // Speech Recognition for Welsh with HuggingFace

    Language:Python14604