zlzhang1124 / AcousticFeatureExtraction
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
☆175Updated 4 years ago
Related projects: ⓘ
- Audio Split 基于双门限法的语音端点检测及语音分割☆124Updated 4 years ago
- This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM☆11Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆82Updated last year
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆121Updated 9 months ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆157Updated 4 months ago
- 这个项目将 RAVDESS 数据集切割成 1s 短语音，利用 openSMILE+CNN 进行训练，目标是将短语音分类到四种情感中，分别是：开心（happy）、悲伤（sad）、生气（angry）和中性（neutral）。最后准确率达到 76% 左右。☆52Updated 3 years ago
- 基于Pytorch实现的语音 情感识别☆114Updated 2 weeks ago
- 用CASIA database数据集做的，做的语音情感识别和语音识人的练习☆58Updated last year
- Speech Emotion Recognition☆26Updated 4 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆136Updated 2 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆16Updated 6 months ago
- ☆15Updated 5 years ago
- ☆39Updated 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
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated last year
- Data preparation for separation☆71Updated 3 years 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
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆281Updated 2 months ago
- Multilingual datasets with raw audio for speech emotion recognition☆18Updated 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
- 基于Tensorflow实现声音分类，博客地址：☆95Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆20Updated 2 years ago
- ☆93Updated 2 years ago
- A summary of speech data augment algorithms☆64Updated 3 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆22Updated last month
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆50Updated 6 years ago
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆23Updated 11 months ago
- 语音感情识别☆32Updated 2 weeks ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆122Updated 2 years ago
- 说话人识别（声纹识别）算法的Python实现。包括GMM（已完成）、GMM-UBM、ivector、基于深度学习的声纹识别（self-attention已完成）。☆67Updated last year