Speech Emotion Recognition using transfer learning with wav2vec on IEMOCAP.
☆17Aug 8, 2021Updated 5 years ago
Alternatives and similar repositories for SER-wav2vec
Users that are interested in SER-wav2vec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of the paper titled "Arabic Speech Emotion Recognition Employing Wav2vec2.0 and HuBERT Based on BAVED Dataset" https://…☆17Feb 17, 2022Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 3 years ago
- A mini, simple, and fast end-to-end automatic speech recognition toolkit.☆53Dec 6, 2022Updated 3 years ago
- Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit☆13Nov 18, 2022Updated 3 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆162Nov 27, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Oct 26, 2021Updated 5 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆27Mar 11, 2022Updated 4 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆140Jan 6, 2025Updated last year
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆56Apr 10, 2026Updated 6 months ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆41Mar 7, 2024Updated 2 years ago
- RespireNet is an innovative web-based application that harnesses the capabilities of deep learning and Mel-frequency cepstral coefficient…☆10Aug 2, 2023Updated 3 years ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆83Mar 12, 2024Updated 2 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆449Dec 21, 2023Updated 2 years ago
- code repository for AVEC 2017 depression challenge☆10Jul 14, 2017Updated 9 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Wav2Vec for speech recognition, classification, and audio classification☆277Apr 2, 2022Updated 4 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆48Aug 2, 2024Updated 2 years ago
- 😎 Awesome lists about Speech Emotion Recognition☆101Dec 24, 2024Updated last year
- LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT☆74Sep 26, 2022Updated 4 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆427Sep 30, 2024Updated 2 years ago
- VQCPC-GAN: Variable-length Adversarial Audio Synthesis using Vector-Quantized Contrastive Predictive Coding☆14Apr 27, 2021Updated 5 years ago
- ☆53Aug 27, 2021Updated 5 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆38Nov 21, 2022Updated 3 years ago
- A lightweight library to compute Diarization Error Rate (DER).☆63Oct 15, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆193May 15, 2024Updated 2 years ago
- The Hybrid Image Matching (HIM) method that combines the deep learning approach with the feature point matching to image classification.☆15Jan 9, 2019Updated 7 years ago
- By employing sophisticated algorithms, it autonomously infers AutoGRN to model and predict complex temporal dependencies in power systems…☆11Sep 29, 2024Updated 2 years ago
- Tensorflow Implementation for "Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition"☆10Dec 19, 2021Updated 4 years ago
- ☆18Aug 29, 2022Updated 4 years ago
- [IEEE TGRS 2025] Official Implementation of Prototype-Guided Class-Balanced Active Domain Adaptation for Hyperspectral Image Classificati…☆10Jun 16, 2025Updated last year
- 🌼 Daisy-TTS: Simulating Wider Spectrum of Emotions via Prosody Embedding Decomposition☆14Nov 15, 2025Updated 11 months ago
- We present a study of a neural network based method for speech emotion recognition, using audio-only features. In the studied scheme, the…☆11Jul 24, 2024Updated 2 years ago
- a SER project using CNN+BiLSTM training on Emo-DB☆12Jun 25, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- some scripts for asvspoof2017☆11Dec 27, 2018Updated 7 years ago
- RAVEN: Recognition of Audio-Visual Emotional Nuances - a project on building multimodal emotion recognition system☆16Jun 24, 2025Updated last year
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆38Dec 18, 2023Updated 2 years ago
- Code for "Phoneme Segmentation Using Self-Supervised Speech Models", Strgar & Harwath, Proceedings of the IEEE Spoken Language Technology…☆55Nov 4, 2022Updated 4 years ago
- CNN-LSTM based SER model using RAVDESS database☆10Oct 5, 2021Updated 5 years ago
- Perform three types of feature extraction: STFT, MFCC and MelSpectrogram. Apply CNN/VGG with or without RNN architecture. Able to achieve…☆15Jun 28, 2020Updated 6 years ago
- Light-weight transfer learning framework for on-device speech and audio recognition using pre-trained image convolutional neural networks…☆18Apr 16, 2022Updated 4 years ago