mmakiuchi / multimodal_emotion_recognition
Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in the ASRU 2021 conference.
☆44Updated 3 years ago
Related projects: ⓘ
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆36Updated 6 months ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆22Updated 3 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆82Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆112Updated 3 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆121Updated 9 months ago
- A Tensorflow implementation of Speech Emotion Recognition using Audio signals and Text Data☆12Updated 2 years ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆62Updated 6 months ago
- A multimodal approach on emotion recognition using audio and text.☆153Updated 4 years ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆28Updated 5 months ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆10Updated 10 months ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- Here the code of EmoAudioNet is a deep neural network for speech classification (published in ICPR 2020)☆11Updated 4 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆16Updated 6 months ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆109Updated 2 years ago
- Implementation of the paper "Multimodal Transformer With Learnable Frontend and Self Attention for Emotion Recognition" submitted to ICAS…☆22Updated 2 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆41Updated 2 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆157Updated 4 months ago
- Emotion recognition from IEMOCAP datasets.☆25Updated 3 years ago
- ☆43Updated 9 months ago
- ☆39Updated 3 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆98Updated this week
- ☆24Updated this week
- Speech Emotion Recognition☆26Updated 4 years ago
- ☆15Updated 11 months ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆20Updated 2 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆33Updated 9 months ago
- Chinese BERT classification with tf2.0 and audio classification with mfcc☆13Updated 3 years ago
- PyTorch implementation for Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition☆12Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆136Updated 2 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated last year