Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as input data to ML/DL models
☆41Mar 7, 2024Updated 2 years ago
Alternatives and similar repositories for speech-emotion-recognition-iemocap
Users that are interested in speech-emotion-recognition-iemocap are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 3 years ago
- Multi-modal Human Emotion Recognition of speech clips (audio + video) contained in RAVDESS dataset using a two stream architecture☆32Mar 2, 2023Updated 3 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆173Dec 13, 2020Updated 5 years ago
- For our speech emotion recognition project☆28Mar 1, 2021Updated 5 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆116Mar 6, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆449Dec 21, 2023Updated 2 years ago
- A Tensorflow implementation of Speech Emotion Recognition using Audio signals and Text Data☆12May 16, 2022Updated 4 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆51Sep 14, 2021Updated 5 years ago
- SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings☆15Jan 23, 2024Updated 2 years ago
- ☆10Aug 16, 2024Updated 2 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Oct 24, 2023Updated 2 years ago
- Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis☆13Mar 17, 2021Updated 5 years ago
- Multimodal Affective Analysis Using Hierarchical Attention Strategy☆12Dec 7, 2018Updated 7 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 for "Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition"☆10Dec 19, 2021Updated 4 years ago
- Multimodal preprocessing on IEMOCAP dataset☆13Jun 8, 2018Updated 8 years ago
- [ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations☆38Dec 18, 2023Updated 2 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Dec 20, 2020Updated 5 years ago
- The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS)☆19Dec 8, 2022Updated 3 years ago
- Bimodal emotion recognition through facial expressions and speech☆10Mar 12, 2017Updated 9 years ago
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆269Nov 6, 2020Updated 5 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆132Dec 2, 2020Updated 5 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆411Jul 8, 2019Updated 7 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆213Nov 10, 2022Updated 3 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆121Feb 26, 2021Updated 5 years ago
- A multimodal approach on emotion recognition using audio and text.☆187Jun 15, 2020Updated 6 years ago
- End to End Multiview Lip Reading☆10Jan 26, 2018Updated 8 years ago
- ☆18Feb 25, 2023Updated 3 years ago
- BibleTTS project website☆14Sep 20, 2022Updated 4 years ago
- RespireNet is an innovative web-based application that harnesses the capabilities of deep learning and Mel-frequency cepstral coefficient…☆10Aug 2, 2023Updated 3 years ago
- Emotion recognition from IEMOCAP datasets.☆45Oct 6, 2020Updated 6 years ago
- This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM☆13Apr 30, 2020Updated 6 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.
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆29Jan 2, 2024Updated 2 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆149Apr 12, 2021Updated 5 years ago
- SpeechFormer++ in PyTorch☆51Jul 21, 2023Updated 3 years ago
- Depression Detection from Speech☆37Apr 19, 2017Updated 9 years ago
- Bidirectional LSTM network for speech emotion recognition.☆266Mar 31, 2019Updated 7 years ago
- For further understanding the wide array of emotions embedded in human speech, we are introducing an emotional speech corpus. In contrast…☆11Oct 29, 2018Updated 7 years ago
- ☆14Aug 24, 2018Updated 8 years ago