nijatmursali / speech-recognition-lstm
This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM
☆11Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for speech-recognition-lstm
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆35Updated 4 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆19Updated 8 months ago
- Multilingual datasets with raw audio for speech emotion recognition☆19Updated 3 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated last year
- ☆98Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆144Updated 3 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆85Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆36Updated 8 months ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆126Updated 2 years ago
- Acoustic feature extraction using Librosa library and openSMILE toolkit.使用Librosa音频处理库和openSMILE工具包,进行简单的声学特征提取☆182Updated 4 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆58Updated 3 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- ☆40Updated 4 years 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…☆24Updated 3 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆35Updated 11 months ago
- Speech Emotion Recognition☆26Updated 4 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆68Updated 2 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆129Updated 11 months ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆23Updated 3 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆114Updated 3 years ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆28Updated 4 months ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆161Updated 6 months ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆22Updated 3 months ago
- ☆39Updated 2 years ago
- ☆17Updated 4 years ago
- SpeechFormer++ in PyTorch☆42Updated last year
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆44Updated 2 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆47Updated 3 years ago
- This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data…☆128Updated 3 years ago