Topic: wav2vec2 Goto Github
Some thing interesting about wav2vec2
Some thing interesting about wav2vec2
wav2vec2,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.
User: amirabaskohi
Home Page: https://maghzineh.com/CognitiveTests/TestEnter.aspx
wav2vec2,Speech Assessment API in NextJS
User: aryanxxvii
Home Page: https://larkapi.vercel.app/
wav2vec2,How to use our public wav2vec2 dimensional emotion model
Organization: audeering
wav2vec2,Simple Python library, distributed via binary wheels with few direct dependencies, for easily using wav2vec 2.0 models for speech recognition
User: daanzu
wav2vec2,[ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition
Organization: ecnu-cross-innovation-lab
Home Page: https://arxiv.org/abs/2403.19224
wav2vec2,[ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations
Organization: ecnu-cross-innovation-lab
Home Page: https://www.researchgate.net/publication/371101522
wav2vec2,This app is intended to automatically create a corpus for ASR systems using pseudo-labeling.
User: egorsmkv
wav2vec2,This repository contains the implementation of an Automatic Speech Recognition system in python, using a client-server architecture with Web Sockets.
User: fernandolpz
Home Page: https://youtu.be/gdSUyI1z50o
wav2vec2,Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'
Organization: habla-liaa
wav2vec2,An ASR (Automatic Speech Recognition) adversarial attack repository.
User: hammaad2002
wav2vec2,fine-tune Wav2vec2. an ASR model released by Facebook
Organization: hamtech-ai
Home Page: https://huggingface.co/masoudmzb/wav2vec2-xlsr-multilingual-53-fa/tree/main
wav2vec2,Implementation of the paper "wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations" in Pytorch.
User: harunorikawano
Home Page: https://arxiv.org/abs/2006.11477
wav2vec2,π€π 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! π
User: inboxpraveen
wav2vec2,Research on Automatic Speech Recognition for dysarthric speech
User: jmaczan
Home Page: https://huggingface.co/jmaczan/wav2vec2-large-xls-r-300m-dysarthria
wav2vec2,A system capable of converting Nepali speech to text and generate summary of text
User: juju2181
Home Page: https://client-sudips413.vercel.app/
wav2vec2,Fine-tuning wav2vec2 to for Pathological Speech Processing
User: jvel07
wav2vec2,:zap: Finetune Wa2vec 2.0 For Speech Recognition
User: khanld
wav2vec2,Wav2vec 2.0 Self-Supervised Pretraining
User: khanld
wav2vec2,Audio Preprocessing and finetuning of wav2vec2-large-xlsr model on AI4D Baamtu Datamation - Automatic Speech Recognition in WOLOF Data.
User: kingabzpro
Home Page: https://www.kaggle.com/kingabzpro/fine-tuning-xlsr-wav2vec2-for-wolof-asr-with
wav2vec2,BALanced Execution through Natural Activation : a human-computer interaction methodology for code running.
User: louisbrulenaudet
Home Page: https://lemone.io
wav2vec2,Phoneme segmentation using pre-trained speech models
User: lstrgar
wav2vec2,Wav2vec resources and models for Brazilian Portuguese
User: lucasgris
wav2vec2,A deep learning lyrics-to-audio alignment system, generating synchronized lyrics from a song and its lyrics
User: mikezzb
wav2vec2,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.
User: mmakiuchi
wav2vec2,Turkish Speech Recognition using Facebook's Wav2vec 2.0 models
User: mpoyraz
wav2vec2,Developed an AI tool to automatically generate captions and transcripts for YouTube videos in 67 languages and can generate summarized texts in 133 languages.
User: msparihar
Home Page: https://github.com/Msparihar/Transcriber
wav2vec2,SHAS: Approaching optimal Segmentation for End-to-End Speech Translation
Organization: mt-upc
wav2vec2,Speeech Recognition for Indic languages.
Organization: notai-tech
wav2vec2,A live speech recognition using Facebooks wav2vec 2.0 model.
User: oliverguhr
wav2vec2,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.
Organization: paddlepaddle
Home Page: https://paddlespeech.readthedocs.io
wav2vec2,EC499: Major Project
User: parvatijay2901
wav2vec2,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.
User: pooya-mohammadi
wav2vec2,Speech to Text with Wav2Vec2 using torchaudio
User: pradeepbatchu
wav2vec2,Python API & command-line tool to easily transcribe speech-based video files into clean text
User: pszemraj
wav2vec2,Python codes on PyTorch, Tensorflow, Keras, Wav2Vec2 Fine-Tuning and Google Cloud
User: rubenszimbres
wav2vec2,Self-Supervised Speech Pre-training and Representation Learning Toolkit
Organization: s3prl
Home Page: https://s3prl.github.io/s3prl/
wav2vec2,The project,being part of Kagglex BIPOC Mentorship Program final project, aims to train two separate Hindi ASR models using the Facebook Wav2Vec2 (300M parameters) and OpenAI Whisper-Small models, respectively. The goal is to compare their performance, with a target WER of less than 13%, across various Hindi accents and dialects.
User: sakshirathi77
Home Page: https://huggingface.co/spaces/SakshiRathi77/SakshiRathi77-Wishper-Hi-Kagglex
wav2vec2,Cantonese Selfish Project 廣ζ±θ©±θͺθ₯δΌε at PYCON HK 2021
User: scottykwok
wav2vec2,The official implementation of the method discussed in the paper Improving Spoken Language Identification with Map-Mix(work accepted at ICASSP-2023)
Organization: skit-ai
wav2vec2,Pre-train a Spanish Wav2Vec2 model using the Spanish portion of the Common Voice dataset.
Organization: somosnlp
wav2vec2,This repository contains the code for the paper: "DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances"
User: sreyan88
wav2vec2,Adnabod lleferydd Cymraeg i'r Gymraeg gyda HuggingFace // Speech Recognition for Welsh with HuggingFace
Organization: techiaith
Home Page: http://techiaith.cymru/lleferydd/adnabod-lleferydd/
wav2vec2,Solution for Zalo AI Challenge 2022 - Lyrics Alignment
Organization: telegram-zalo
wav2vec2,GSoC'2021 | TensorFlow implementation of Wav2Vec2
User: thevasudevgupta
Home Page: https://thevasudevgupta.github.io/gsoc-wav2vec2/assets/final_report
wav2vec2,real time japanese speech recognition translator using wav2vec2
User: ttop32
wav2vec2,Pytorch implementation of Noisy Student Training for Automatic Speech Recognition and Automatic Pronunciation Error Detection problem
User: tuanio
wav2vec2,A mini, simple, and fast end-to-end automatic speech recognition toolkit.
User: vectominist
wav2vec2,End-to-End Vietnamese Speech Recognition using wav2vec 2.0
Organization: vietai
wav2vec2,Pytorch implementation of INTEGRATED PARAMETER-EFFICIENT TUNING FOR GENERAL-PURPOSE AUDIO MODELS
User: wngh1187
wav2vec2,Recognize speech from an audio file and convert it into animation FBX
User: yamahigashi
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