vince9515 / SER
语音情感识别代码,结合1D-CNN与GRU在语音增强的CASIA数据集实现语音情感识别,并利用注意力机制进行模型优化
☆13Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for SER
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆43Updated 2 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆102Updated 3 years ago
- SpeechFormer++ in PyTorch☆42Updated last year
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆35Updated 11 months ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆51Updated 4 months ago
- Deformable Speech Transformer (DST)☆27Updated 3 months ago
- 语音增强☆15Updated 3 years ago
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆18Updated last year
- [IEEE, TASLP, 2023] The code of the paper "Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition".☆16Updated last month
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆66Updated 2 years ago
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆25Updated last year
- [ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition☆18Updated 7 months ago
- Autoencoder(AE) based methods for anomalous sound detection(ASD)☆10Updated last year
- ☆39Updated 2 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- ☆14Updated 5 years 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
- Generative Adversarial Network implemented for the Time-Frequency based Speech Enhancement☆8Updated 6 months ago
- 基于python的hmm-gmm声学模型☆26Updated 6 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆22Updated 3 months ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆129Updated 11 months ago
- 基于Pytorch实现的语音情感识别☆134Updated 2 months ago
- ☆9Updated 4 months ago
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆35Updated 4 years ago
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆28Updated 4 years ago
- Sound Event Localization and Detection using Neural Generalized Cross-Correlations☆12Updated 2 months ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆19Updated 8 months ago
- 通过单层圆形麦克风阵列采集音频,实现MUSIC算法的声源定位。☆11Updated last year
- 网络出处:Interactive Speech and Noise Modeling for Speech Enhancement☆27Updated 2 years ago