Deformable Speech Transformer (DST)
☆35Aug 8, 2024Updated last year
Alternatives and similar repositories for DST
Users that are interested in DST are comparing it to the libraries listed below
Sorting:
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆69Jul 8, 2024Updated last year
- SpeechFormer++ in PyTorch☆50Jul 21, 2023Updated 2 years ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆53Jun 29, 2024Updated last year
- ☆28Jul 17, 2025Updated 8 months ago
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆23Dec 22, 2024Updated last year
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆81Mar 12, 2024Updated 2 years ago
- ☆14Sep 2, 2023Updated 2 years ago
- Speech Emotion Recognition (SER) in Tensorflow using CNNs and CRNNs Based on Mel Spectrograms and Mel Frequency Cepstral Coefficients (MF…☆12Apr 28, 2025Updated 10 months ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆84May 25, 2022Updated 3 years ago
- Official implement of SpeechFormer written in Python (PyTorch).☆78Apr 1, 2023Updated 2 years ago
- [ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition☆27Apr 11, 2024Updated last year
- ATTENTION AGGREGATION NETWORK FOR AUDIO-VISUAL EMOTION RECOGNITION☆13Sep 25, 2023Updated 2 years 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 last year
- multi-modal sentiment☆17Nov 19, 2024Updated last year
- ☆10Jul 16, 2024Updated last year
- The code for Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations☆11Jan 17, 2023Updated 3 years ago
- [ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training fo…☆1,073Dec 23, 2024Updated last year
- ☆36Sep 4, 2024Updated last year
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆164Nov 27, 2023Updated 2 years ago
- ☆42Oct 13, 2020Updated 5 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆188May 15, 2024Updated last year
- ☆112Aug 10, 2022Updated 3 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆40Dec 18, 2023Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Oct 26, 2021Updated 4 years ago
- ☆22Dec 17, 2024Updated last year
- [ACII 2023] PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Spe…☆60Jul 1, 2024Updated last year
- ☆20Jun 4, 2024Updated last year
- ☆71Jul 25, 2024Updated last year
- ☆23Feb 27, 2021Updated 5 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆33Sep 29, 2023Updated 2 years ago
- ☆29Mar 8, 2022Updated 4 years ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆46Nov 29, 2024Updated last year
- [ICASSP 2025] "Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attentio…☆34Apr 27, 2025Updated 10 months ago
- ☆13Jul 23, 2024Updated last year
- Scientific Reports - Open access - Published: 14 February 2025☆51Oct 30, 2024Updated last year
- A list of papers (with available code), tutorials, and surveys on recent AI for emotion recognition (AI4ER)☆32May 13, 2024Updated last year
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆23Feb 26, 2023Updated 3 years ago
- Code for our paper "Efficient Speech Emotion Recognition Using Multi-Scale CNN and Attention" (ICASSP 2021, co-first authorship)☆28Jun 8, 2021Updated 4 years ago
- ☆10Sep 25, 2024Updated last year