Code for our paper "Efficient Speech Emotion Recognition Using Multi-Scale CNN and Attention" (ICASSP 2021, co-first authorship)
☆28Jun 8, 2021Updated 5 years ago
Alternatives and similar repositories for icassp2021-mscnn-spu
Users that are interested in icassp2021-mscnn-spu are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆83May 25, 2022Updated 4 years ago
- HGFM : A Hierarchical Grained and Feature Model for Acoustic Emotion Recgnition☆11Oct 30, 2020Updated 5 years ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆27Mar 18, 2021Updated 5 years ago
- ☆41Oct 13, 2020Updated 6 years ago
- Learning Fine-Grained Cross Modality Excitement for Speech Emotion Recognition☆30Dec 16, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Mar 15, 2024Updated 2 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆34Aug 10, 2020Updated 6 years ago
- Tensorflow Implementation for "Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition"☆10Dec 19, 2021Updated 4 years ago
- DWFormer: Dynamic Window Transformer for Speech Emotion Recognition(ICASSP 2023 Oral)☆68Jul 8, 2024Updated 2 years ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆55Apr 10, 2026Updated 6 months ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆49Apr 11, 2022Updated 4 years ago
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆22Dec 22, 2024Updated last year
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆83Mar 12, 2024Updated 2 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition☆28Apr 11, 2024Updated 2 years ago
- PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-m…☆66Mar 29, 2025Updated last year
- Official implement of SpeechFormer written in Python (PyTorch).☆78Apr 1, 2023Updated 3 years ago
- Speech Emotion Recognition☆27Jun 19, 2020Updated 6 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆30Sep 29, 2023Updated 3 years ago
- Deformable Speech Transformer (DST)☆33Aug 8, 2024Updated 2 years ago
- A list of papers (with available code), tutorials, and surveys on recent AI for emotion recognition (AI4ER)☆32May 13, 2024Updated 2 years ago
- Pre-training Cross-modal Transformer for Audio-and-Language Representations☆39Apr 20, 2021Updated 5 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆449Dec 21, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆295Jun 17, 2024Updated 2 years ago
- A Tensorflow implementation of Speech Emotion Recognition using Audio signals and Text Data☆12May 16, 2022Updated 4 years ago
- Predicting Political Instability and Social Conflicts Using Multimodal Data☆10Jun 6, 2016Updated 10 years ago
- We present a study of a neural network based method for speech emotion recognition, using audio-only features. In the studied scheme, the…☆11Jul 24, 2024Updated 2 years ago
- ☆35Jul 17, 2025Updated last year
- small experimentation about positional encoding☆20Feb 9, 2020Updated 6 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Oct 26, 2021Updated 4 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Jan 17, 2025Updated last year
- ☆11Jul 16, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- acnn for text-independent speaker recognition☆10Feb 8, 2022Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 3 years ago
- 《语音信号处理试验教程》（梁瑞宇等）的代码主要是Matlab实现的，现在Python比较热门，所以把这个项目大部分内容写成了Python实现☆41Nov 28, 2020Updated 5 years ago
- ☆10Apr 26, 2019Updated 7 years ago
- 一个基于传统信号处理和机器学习的语音情绪识别系统。项目通过提取音频的MFCC、过零率、能量等声学特征，使用SVM、KNN等传统分类器对语音情绪（如高兴、愤怒、中性）进行分类识别。无需深度学习，结构清晰，运行高效，适合教学演示或资源受限场景下的语音情感分析任务。☆21Jul 1, 2025Updated last year
- A multimodal SER project combining BERT and ECAPA-TDNN with cross-attention-based fusion on the IEMOCAP dataset.☆11Dec 9, 2024Updated last year
- Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,☆57Oct 19, 2025Updated 11 months ago