Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).
☆116Mar 6, 2022Updated 4 years ago
Alternatives and similar repositories for SpeechEmotionRecognition_Realtime
Users that are interested in SpeechEmotionRecognition_Realtime are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "Real Time Speech Emotion Recognition using Machine Learning"☆23Jun 29, 2021Updated 4 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆41Mar 7, 2024Updated 2 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆688Nov 3, 2023Updated 2 years ago
- Speech Emotion Recognition☆43Aug 22, 2023Updated 2 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Mar 15, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆52Sep 14, 2021Updated 4 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆179Feb 12, 2023Updated 3 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆148Apr 12, 2021Updated 5 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆95Feb 12, 2023Updated 3 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 last year
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆49Aug 2, 2024Updated last year
- MFCC features + SVM for speech emotion classification☆16Oct 21, 2020Updated 5 years ago
- ☆17Oct 19, 2023Updated 2 years ago
- python script to download & process data to train a speech-synthesis model of Vietnamese M.C. Nguyễn Ngọc Ngạn☆15Aug 13, 2024Updated last year
- 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.
- Speaker independent emotion recognition☆328Jun 26, 2024Updated last year
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆409Jul 8, 2019Updated 6 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆297Jun 17, 2024Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆451Dec 21, 2023Updated 2 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆213Nov 10, 2022Updated 3 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,403Feb 7, 2023Updated 3 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆84May 25, 2022Updated 4 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆253Jan 22, 2021Updated 5 years ago
- End-to-end Speech Emotion Recognition using BLSTMs with self-attention and Multi-domain training☆49Dec 7, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆139Jan 6, 2025Updated last year
- 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
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆110Jun 3, 2021Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 2 years ago
- AI Hand Controller uses Computer Vision to recognize hand gestures and control various functions on your computer. The application can co…☆23Apr 7, 2025Updated last year
- SERAB: a multi-lingual benchmark for speech emotion recognition☆28Dec 16, 2022Updated 3 years ago
- WutheringWaves Datasets For SVC/SVS/TTS☆39Jul 27, 2025Updated 10 months ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆414Sep 30, 2024Updated last year
- NISQA - Non-Intrusive Speech Quality and TTS Naturalness Assessment☆16Apr 13, 2022Updated 4 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.
- The FaceChannel model for facial expression recognition.☆20Jun 24, 2024Updated last year
- Live captions app for smart glasses. Runs on MentraOS.☆17Apr 30, 2026Updated 3 weeks ago
- Classify the emotions from variable-length speech segments☆11Mar 29, 2018Updated 8 years ago
- ☆14May 25, 2022Updated 4 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆164Nov 27, 2023Updated 2 years ago
- Reproducing the baselines of the 2nd Multimodal Sentiment Analysis Challenge (MuSe 2021)☆40Nov 28, 2021Updated 4 years ago
- ☆16Oct 7, 2022Updated 3 years ago