A collection of datasets for the purpose of emotion recognition/detection in speech.
☆420Sep 30, 2024Updated last year
Alternatives and similar repositories for SER-datasets
Users that are interested in SER-datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the GitHub page for publicly available emotional speech data.☆402Jan 6, 2022Updated 4 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆140Jan 6, 2025Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆450Dec 21, 2023Updated 2 years ago
- This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data…☆137Oct 24, 2021Updated 4 years ago
- [INTERSPEECH 2024] EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark☆321Mar 18, 2026Updated 4 months 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.
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆152Oct 26, 2021Updated 4 years ago
- The Emotional Voices Database: Towards Controlling the Emotional Expressiveness in Voice Generation Systems☆284Oct 10, 2023Updated 2 years ago
- ☆29Mar 8, 2022Updated 4 years ago
- The official repository for the paper “NonVerbalSpeech-38K: A Scalable Pipeline for Enabling Non-Verbal Speech Generation and Understandi…☆68Dec 26, 2025Updated 6 months ago
- Speech Emotion Recognition using transfer learning with wav2vec on IEMOCAP.☆17Aug 8, 2021Updated 4 years ago
- 😎 Awesome lists about Speech Emotion Recognition☆101Dec 24, 2024Updated last year
- [ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training fo…☆1,164Dec 23, 2024Updated last year
- Official implementation of the paper "Laughter Synthesis using Pseudo Phonetic Tokens with a Large-scale In-the-wild Laughter Corpus" acc…☆77Jul 16, 2023Updated 3 years ago
- Official repository of DailyTalk: Spoken Dialogue Dataset for Conversational Text-to-Speech, ICASSP 2023☆260Jun 5, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆55Apr 10, 2026Updated 3 months ago
- [ACII 2023] PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Spe…☆60Jul 1, 2024Updated 2 years ago
- The official repository of SpeechCraft dataset, a large-scale expressive bilingual speech dataset with natural language descriptions.☆197Feb 28, 2026Updated 4 months ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆163Nov 27, 2023Updated 2 years ago
- Libriheavy: a 50,000 hours ASR corpus with punctuation casing and context☆220Sep 10, 2024Updated last year
- A Non-Autoregressive Transformer based Text-to-Speech, supporting a family of SOTA transformers with supervised and unsupervised duration…☆328Sep 24, 2022Updated 3 years ago
- PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.☆333Feb 9, 2024Updated 2 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Aug 1, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Interface for Controllable Expressive Talking Machine☆40Sep 20, 2025Updated 10 months ago
- Dataset and baseline code for the VocalSound dataset (ICASSP2022).☆165Nov 12, 2022Updated 3 years ago
- How to use our public wav2vec2 dimensional emotion model☆555May 22, 2023Updated 3 years ago
- EMO-SUPERB submission☆51Oct 13, 2025Updated 9 months ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Dec 20, 2020Updated 5 years ago
- Code for vec2wav 2.0, a speech token vocoder for VC. Paper: https://arxiv.org/abs/2409.01995☆79Dec 3, 2024Updated last year
- ☆260May 15, 2023Updated 3 years ago
- Official implementation for Fast-HuBERT: An Efficient Training Framework for Self-Supervised Speech Representation Learning☆100Nov 20, 2024Updated last year
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆49Apr 11, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Self-Supervised Speech Pre-training and Representation Learning Toolkit☆2,557Mar 12, 2026Updated 4 months ago
- [ICASSP 2024] This is the official code for "VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching"☆376Sep 3, 2024Updated last year
- LibriTTS-P: A Corpus with Speaking Style and Speaker Identity Prompts for Text-to-Speech and Style Captioning☆161Jun 13, 2024Updated 2 years ago
- Autovocoder: Fast Waveform Generation from a Learned Speech Representation using Differentiable Digital Signal Processing☆71Dec 2, 2022Updated 3 years ago
- 🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).☆2,212Jun 6, 2024Updated 2 years ago
- ☆110Jul 15, 2026Updated last week
- ZMM-TTS: Zero-shot Multilingual and Multispeaker Speech Synthesis Conditioned on Self-supervised Discrete Speech Representations☆185Mar 6, 2024Updated 2 years ago