AnkushMalaker / pretrained-dcnn-attention-ser
Tensorflow Implementation for "Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition"
☆10Updated 2 years ago
Related projects: ⓘ
- Implementation of the paper "Speech emotion recognition with deep convolutional neural networks" by Dias Issa Et al.☆12Updated 2 years ago
- Time series course Fall 2019 project☆52Updated 4 years ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆26Updated 8 months ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆36Updated 6 months ago
- ☆93Updated 2 years ago
- ☆17Updated 2 years ago
- ☆43Updated 9 months ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆62Updated 2 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆10Updated 10 months ago
- 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…☆22Updated 3 years ago
- ☆26Updated 2 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 3 years ago
- ☆39Updated 3 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆134Updated 3 years ago
- 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
- Speech Emotion Recognition using transfer learning with wav2vec on IEMOCAP.☆15Updated 3 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆122Updated 2 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated last month
- Code for our paper "Efficient Speech Emotion Recognition Using Multi-Scale CNN and Attention" (ICASSP 2021, co-first authorship)☆24Updated 3 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
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆22Updated 3 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆33Updated 9 months ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆34Updated 3 years ago
- An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning …☆30Updated 2 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆23Updated 11 months ago
- PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models (…☆45Updated 2 months ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆22Updated last month
- SpeechFormer++ in PyTorch☆38Updated last year
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆28Updated 5 months ago