nhattruongpham / mmserLinks
SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings
☆15Updated last year
Alternatives and similar repositories for mmser
Users that are interested in mmser are comparing it to the libraries listed below
Sorting:
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆48Updated 3 years ago
- ICASSP 2023: "Recursive Joint Attention for Audio-Visual Fusion in Regression Based Emotion Recognition"☆14Updated last year
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆32Updated 2 years ago
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆23Updated 2 years ago
- (NeurIPS 2023 Workshop on DGM4H) Official Implementation of "Adversarial Fine-tuning using Generated Respiratory Sound to Address Class I…☆19Updated last year
- [InterSpeech'2023] "Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion"☆13Updated last year
- SpeechFormer++ in PyTorch☆49Updated 2 years ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆67Updated last year
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆33Updated 3 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆40Updated last year
- A survey of deep multimodal emotion recognition.☆54Updated 3 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆39Updated 2 years ago
- The offical code of "Parameter-Efficient Learning for Text-to-Speech Accent Adaptation"☆13Updated 2 years ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆41Updated last year
- The speaker-labeled information of LRW dataset, which is the outcome of the paper "Speaker-adaptive Lip Reading with User-dependent Paddi…☆10Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Updated 4 years ago
- [ACII 2023] PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Spe…☆60Updated last year
- Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,☆55Updated 2 months ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆119Updated 4 years ago
- Official Pytorch Implementation for Continual Learning For On-Device Environmental Sound Classification☆14Updated 3 years ago
- Multimodal Transformer for Korean Sentiment Analysis with Audio and Text Features☆28Updated 4 years ago
- ☆49Updated 2 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 4 years ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆50Updated last year
- FG2021: Cross Attentional AV Fusion for Dimensional Emotion Recognition☆33Updated last year
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆208Updated 3 years ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆27Updated 4 years ago
- An implementation of the paper titled "Arabic Speech Emotion Recognition Employing Wav2vec2.0 and HuBERT Based on BAVED Dataset" https://…☆13Updated 3 years ago
- This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation …☆48Updated last year
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆139Updated 11 months ago