Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch
☆42Apr 12, 2024Updated 2 years ago
Alternatives and similar repositories for Transformer-based-SER
Users that are interested in Transformer-based-SER are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Speech Emotion Recognition (SER) in Tensorflow using CNNs and CRNNs Based on Mel Spectrograms and Mel Frequency Cepstral Coefficients (MF…☆12Apr 28, 2025Updated last year
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆31Sep 29, 2023Updated 2 years ago
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆25Feb 17, 2023Updated 3 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆39Dec 18, 2023Updated 2 years ago
- MFCC features + SVM for speech emotion classification☆16Oct 21, 2020Updated 5 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.
- SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings☆15Jan 23, 2024Updated 2 years ago
- Trustworthy Speech Emotion Recognition☆13May 22, 2023Updated 3 years ago
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆23Dec 22, 2024Updated last year
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆24Feb 26, 2023Updated 3 years ago
- [ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition☆28Apr 11, 2024Updated 2 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆162Nov 27, 2023Updated 2 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
- In this work is proposed a speech emotion recognition model based on the extraction of four different features got from RAVDESS sound fil…☆10Feb 27, 2022Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆27Mar 11, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Human emotions are one of the strongest ways of communication. Even if a person doesn’t understand a language, he or she can very well u…☆25Jun 23, 2021Updated 5 years ago
- ATTENTION AGGREGATION NETWORK FOR AUDIO-VISUAL EMOTION RECOGNITION☆14Sep 25, 2023Updated 2 years ago
- ☆15Sep 2, 2023Updated 2 years ago
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆34May 18, 2022Updated 4 years ago
- ☆33Jul 17, 2025Updated 11 months ago
- ☆11Jul 16, 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
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆269Nov 6, 2020Updated 5 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 8 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.
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆420Sep 30, 2024Updated last year
- 😎 Awesome lists about Speech Emotion Recognition☆101Dec 24, 2024Updated last year
- ☆111Aug 10, 2022Updated 3 years ago
- AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in th…☆11Feb 23, 2024Updated 2 years ago
- Multimodal SER Model meant to be trained on recognising emotions from speech (text + acoustic data). Fine-tuned the DeBERTaV3 model, resp…☆11Jun 19, 2024Updated 2 years ago
- This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation …☆57Sep 16, 2024Updated last year
- CycleTransGAN-EVC: A CycleGAN-based Emotional Voice Conversion Model with Transformer☆35Feb 4, 2025Updated last year
- Official implement of SpeechFormer written in Python (PyTorch).☆78Apr 1, 2023Updated 3 years ago
- A Multimodal Discord bot with machine learning functions, including LLM chat, Image generation, and Speech Generation capabilities☆12Jan 7, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆12Aug 29, 2019Updated 6 years ago
- RDrop 的 torch版☆16Jul 15, 2021Updated 4 years ago
- Persian Grapheme-to-Phoneme (G2P) converter☆21Dec 15, 2020Updated 5 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,310Mar 25, 2023Updated 3 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆152Oct 26, 2021Updated 4 years ago
- Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews☆21Jul 1, 2025Updated last year
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆94Apr 21, 2023Updated 3 years ago