Wav2Vec for speech recognition, classification, and audio classification
☆277Apr 2, 2022Updated 4 years ago
Alternatives and similar repositories for soxan
Users that are interested in soxan are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆140Jan 6, 2025Updated last year
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Oct 26, 2021Updated 4 years ago
- An easy way to fine-tune Wav2Vec 2.0 for low-resource languages.☆81May 20, 2023Updated 3 years ago
- speech to text with self-supervised learning based on wav2vec 2.0 framework☆379Nov 22, 2021Updated 4 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆213Nov 10, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆92Jun 6, 2021Updated 5 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆427Sep 30, 2024Updated 2 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆111Mar 29, 2024Updated 2 years ago
- Code for the winning solution in the SE&R 2022 Challenge - SER track.☆16Mar 28, 2023Updated 3 years ago
- ☆12Jun 10, 2021Updated 5 years ago
- Incorporating KenLM language model with HuggingFace implementation of Wav2Vec2CTC Model using beam search decoding☆74Oct 11, 2021Updated 5 years ago
- Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three differen…☆269May 9, 2022Updated 4 years ago
- Finetune Wa2vec 2.0 For Speech Recognition☆152Feb 6, 2025Updated last year
- A live speech recognition using Facebooks wav2vec 2.0 model.☆379Feb 4, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Jun 23, 2023Updated 3 years ago
- Self-Supervised Speech Pre-training and Representation Learning Toolkit☆2,569Mar 12, 2026Updated 7 months ago
- A collection of scripts to preprocess ASR datasets and finetune language-specific Wav2Vec2 XLSR models☆30Apr 21, 2021Updated 5 years ago
- ☆207Feb 22, 2022Updated 4 years ago
- This repository describes our reproducible framework for assessing self-supervised representation learning from speech☆52Oct 8, 2021Updated 5 years ago
- ☆110Aug 10, 2022Updated 4 years ago
- How to use our public wav2vec2 dimensional emotion model☆564May 22, 2023Updated 3 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆121Feb 26, 2021Updated 5 years ago
- Sentence Embeddings with ParsBERT☆56Jun 28, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A fast and lightweight python-based CTC beam search decoder for speech recognition.☆469Jul 13, 2023Updated 3 years ago
- Speech Emotion Recognition using transfer learning with wav2vec on IEMOCAP.☆17Aug 8, 2021Updated 5 years ago
- Vocoder-Free Non-Parallel Conversion of Whispered Speech With Masked Cycle-Consistent Generative Adversarial Networks☆17Aug 18, 2023Updated 3 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆27Mar 11, 2022Updated 4 years ago
- ☆28Mar 8, 2022Updated 4 years ago
- Official repository for the "Powerset multi-class cross entropy loss for neural speaker diarization" paper published in Interspeech 2023.☆95Oct 18, 2023Updated 3 years ago
- a simplified version of wav2vec(1.0, vq, 2.0) in fairseq☆172Sep 21, 2020Updated 6 years ago
- ☆10Sep 6, 2020Updated 6 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆449Dec 21, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Research code for the paper "Fine-tuning wav2vec2 for speaker recognition" found at https://arxiv.org/abs/2109.15053☆144May 10, 2022Updated 4 years ago
- [ACII 2023] PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Spe…☆59Jul 1, 2024Updated 2 years ago
- ☆357Mar 17, 2024Updated 2 years ago
- fine-tune Wav2vec2. an ASR model released by Facebook☆37Dec 11, 2021Updated 4 years ago
- [WIP] Scripts for fine-tuning Whisper☆221Jul 2, 2026Updated 3 months ago
- [DEPRECATED] A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.☆138Feb 20, 2024Updated 2 years ago
- Estimating the Age, Height, and Gender of a speaker with their speech signal. https://arxiv.org/pdf/2110.13653.pdf☆68May 12, 2021Updated 5 years ago