speech-emotion-recognition | Topic

Topic: "speech-emotion-recognition"

FunAudioLLM/SenseVoice

Multilingual Voice Understanding Model

Language: Python - Size: 6.51 MB - Last synced at: 11 days ago - Pushed at: 29 days ago - Stars: 5,298 - Forks: 479

coqui-ai/open-speech-corpora

💎 A list of accessible speech corpora for ASR, TTS, and other Speech Technologies

Size: 139 KB - Last synced at: 27 days ago - Pushed at: 11 months ago - Stars: 1,318 - Forks: 142

MiteshPuthran/Speech-Emotion-Analyzer

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

Language: Jupyter Notebook - Size: 4.85 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 1,302 - Forks: 437

Renovamen/Speech-Emotion-Recognition

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

Language: Python - Size: 148 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 1,120 - Forks: 217

ddlBoJack/emotion2vec

[ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Language: Python - Size: 9.79 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 795 - Forks: 57

x4nth055/emotion-recognition-using-speech

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Language: Python - Size: 944 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 621 - Forks: 242

audeering/w2v2-how-to

How to use our public wav2vec2 dimensional emotion model

Language: Jupyter Notebook - Size: 98.6 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 398 - Forks: 47

xuanjihe/speech-emotion-recognition

speech emotion recognition using a convolutional recurrent networks based on IEMOCAP

Language: Python - Size: 712 KB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 388 - Forks: 142

speechbrain/speechbrain.github.io

The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.

Language: HTML - Size: 46.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 364 - Forks: 29

Demfier/multimodal-speech-emotion-recognition

Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 337 - Forks: 84

SuperKogito/SER-datasets

A collection of datasets for the purpose of emotion recognition/detection in speech.

Language: HTML - Size: 3.72 MB - Last synced at: 17 days ago - Pushed at: 7 months ago - Stars: 321 - Forks: 44

hkveeranki/speech-emotion-recognition

Speaker independent emotion recognition

Language: Python - Size: 30.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 306 - Forks: 96

RayanWang/Speech_emotion_recognition_BLSTM

Bidirectional LSTM network for speech emotion recognition.

Language: Python - Size: 70.3 KB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 257 - Forks: 76

david-yoon/multimodal-speech-emotion

TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18

Language: Jupyter Notebook - Size: 238 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 239 - Forks: 70

m3hrdadfi/soxan

Wav2Vec for speech recognition, classification, and audio classification

Language: Jupyter Notebook - Size: 3.57 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 197 - Forks: 28

Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch

This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.

Language: Jupyter Notebook - Size: 6.79 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 152 - Forks: 35

Jiaxin-Ye/TIM-Net_SER

[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".

Language: Python - Size: 10.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 143 - Forks: 24

habla-liaa/ser-with-w2v2

Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'

Language: Jupyter Notebook - Size: 32.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 128 - Forks: 23

shamanez/BERT-like-is-All-You-Need

The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition

Language: Python - Size: 6.73 MB - Last synced at: 2 days ago - Pushed at: about 4 years ago - Stars: 120 - Forks: 11

mkosaka1/Speech_Emotion_Recognition

Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.

Language: Jupyter Notebook - Size: 456 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 114 - Forks: 44

Vincent-ZHQ/CA-MSER

Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information

Language: Python - Size: 80.1 KB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 107 - Forks: 14

vandana-rajan/1D-Speech-Emotion-Recognition

Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM

Language: Python - Size: 17.6 KB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 104 - Forks: 16

abikaki/awesome-speech-emotion-recognition

😎 Awesome lists about Speech Emotion Recognition

Size: 6.03 MB - Last synced at: 12 days ago - Pushed at: 4 months ago - Stars: 85 - Forks: 4

AryaAftab/LIGHT-SERNET

Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition

Language: Python - Size: 320 KB - Last synced at: 18 days ago - Pushed at: almost 3 years ago - Stars: 72 - Forks: 24

bunyaminergen/Callytics

Callytics is an advanced call analytics solution that leverages speech recognition and large language models (LLMs) technologies to analyze phone conversations from customer service and call centers.

Language: Python - Size: 23.9 MB - Last synced at: 19 days ago - Pushed at: about 1 month ago - Stars: 65 - Forks: 10

hariharitha21/Detection-of-Anxiety-and-Depression

Detecting Anxiety and Depression using facial emotion recognition and speech emotion recognition. Written in pythonPython

Language: Jupyter Notebook - Size: 16.5 MB - Last synced at: 19 days ago - Pushed at: almost 4 years ago - Stars: 58 - Forks: 5

mjpyeon/wavenet-classifier

Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks

Language: Python - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 57 - Forks: 11

KrishnaDN/speech-emotion-recognition-using-self-attention

Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From INTERSPEECH 2019

Language: Python - Size: 143 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 51 - Forks: 11

tzaiyang/SpeechEmoRec

Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching

Language: Python - Size: 4.64 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 47 - Forks: 17

Ztrimus/speech-emotion-recognition

Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.

Language: Jupyter Notebook - Size: 19.4 MB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 46 - Forks: 28

yeyupiaoling/SpeechEmotionRecognition-PaddlePaddle

语音感情识别

Language: Python - Size: 271 KB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 36 - Forks: 10

CyberMaryVer/speech-emotion-webapp

Speech Emotion Recognition

Language: Python - Size: 118 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 25

LetianLee/Speech-Emotion-Recognition

An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning on the RAVDESS dataset.

Language: Jupyter Notebook - Size: 569 KB - Last synced at: 23 days ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 7

hotelll/speech-emotion-recognition

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。

Language: Python - Size: 67.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 32 - Forks: 4

30stomercury/Interaction-Aware-Attention-Network

[ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs

Language: Python - Size: 499 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 32 - Forks: 9

david-yoon/attentive-modality-hopping-for-SER

TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20

Language: Python - Size: 53.7 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 8

RoccoJay/Audio_to_Emotion

Classifying Audio to Emotion

Language: Jupyter Notebook - Size: 437 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 3

mmakiuchi/multimodal_emotion_recognition

Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in the ASRU 2021 conference.

Language: Python - Size: 77.1 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 25 - Forks: 6

HoseinAzad/Transformer-based-SER

Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch

Language: Python - Size: 25.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 24 - Forks: 2

praweshd/speech_emotion_recognition

In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity for their ability to perform well without any input hand-crafted features. Speech emotion on sets obtained from RAVDESS corpus is classified using a conventionally used Support Vector Machine (SVM) and its performance is compared to that of a bidirectional long short-term memory (LSTM).

Language: Jupyter Notebook - Size: 2.36 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 10

ECNU-Cross-Innovation-Lab/ShiftSER

[ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations

Language: Python - Size: 53.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 2

COINS-SS21/moody

Moody is a web application allowing the host of online meetings (e.g. via Zoom, Microsoft Teams or Google Meet) to collect real-time feedback of the participant's emotions.

Language: TypeScript - Size: 552 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 18 - Forks: 7

blhprasanna99/speech_emotion_detection

Speech_Emotion_detection-SVM,RF,DT,MLP

Language: Jupyter Notebook - Size: 623 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 1

hwang9u/emocatcher

[RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)

Language: Python - Size: 9.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 2

standing-o/Combined_Dataset_for_Speech_Emotion_Recognition

A collection of dataset consists of a total of 8 English speech datasets for SER

Language: Jupyter Notebook - Size: 2.67 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 15 - Forks: 0

Jiaxin-Ye/GM-TCNet

[Journal of Speech Communication (CCF-B)] Official Tensorflow implementation of "GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognition".

Language: Python - Size: 5.99 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 4

bagustris/s3prl-ser

S3PRL for Speech Emotion Recognition (see s3prl > downstream)

Language: Python - Size: 5.49 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 14 - Forks: 1

aliencaocao/TIL-2022

Champion at Brainhack TIL 2022: Team 8000SGD_CAT

Language: Python - Size: 55.7 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 0

KrishnaDN/Emotion-Identification-from-Raw-Speech-Signals-using-TDNNs

Implementation of the paper "Emotion Identification from raw speech signals using DNNs"

Language: Python - Size: 310 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 13 - Forks: 3

rudrajikadra/Speech-Emotion-Recognition-using-Librosa-library-and-MLPClassifier

In this project we use RAVDESS Dataset to classify Speech Emotion using Multi Layer Perceptron Classifier

Language: Jupyter Notebook - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 13 - Forks: 4

bagustris/SER_ICSigSys2019

Repository of code for Speech emotion recognition using voiced speech and attention model, submitted to ICSigSys 2019

Language: Python - Size: 29.7 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 4

eesungkim/Speech_Emotion_Recognition_AAE

Adversarial Auto-encoders for Speech Based Emotion Recogntion

Language: Python - Size: 90 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 7

diaoenmao/Speech-Emotion-Recognition-with-Dual-Sequence-LSTM-Architecture

[ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture

Language: Python - Size: 130 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 3

bagustris/dimensional-ser

Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning

Language: Python - Size: 5.73 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 2

bagustris/w2v2-vad

A wrapper for Audeering's wav2vec-based dimensional speech emotion recognition

Language: Python - Size: 369 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 3

KanikeSaiPrakash/Speech-Emotion-Recognition

Speech Emotion Recognition using Deep Learning

Language: Jupyter Notebook - Size: 2.03 MB - Last synced at: 8 months ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 2

NeuroByte-Consulting/Speech-Emotion-Recognition-in-Tensorflow-Using-CNNs

Speech Emotion Recognition (SER) in Tensorflow using CNNs and CRNNs Based on Mel Spectrograms and Mel Frequency Cepstral Coefficients (MFCCs)

Language: Jupyter Notebook - Size: 15.6 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 9 - Forks: 0

aitor-alvarez/gnn-speech-emotion

Prosody-Aware Graph Neural Networks for Speech Emotion Recognition

Language: Python - Size: 839 KB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

AnkushMalaker/speech-emotion-recognition

Implementation of the paper "Speech emotion recognition with deep convolutional neural networks" by Dias Issa Et al.

Language: PureBasic - Size: 5.77 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 0

Vishal1999-33/Speech-Emotion-Recognizer

Speech Emotion Recognition using MLP Classifier.

Language: Jupyter Notebook - Size: 26.4 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 1

aliyzd95/modified_shemo

A modification on the Sharif Emotional Speech Database

Language: Jupyter Notebook - Size: 1.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 8 - Forks: 2

aaivu/EmoTa

EmoTa is an open-access Tamil Speech Emotion Recognition dataset with 936 utterances from 22 native speakers, covering five emotions (anger, happiness, sadness, fear, and neutrality). It supports emotion classification tasks and advances Tamil language processing.

Size: 1.22 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 8 - Forks: 0

bunyaminergen/awesome-speech-dataset

Awesome Speech Dataset, including download links and a brief explanation for each resource. These datasets provide diverse and high-quality speech data covering various domains such as conversational, academic, political, and more.

Size: 113 KB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 0

winston-lin-wei-cheng/Chunk-Level-Attention-SER

the implementation of chunk-level attention-based temporal aggregation framework for sequence-to-one recognition tasks

Language: Python - Size: 13.8 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 5

bagustris/deep_mlp_ser

Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition

Language: Python - Size: 6.65 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 2

bolajixi/Mulitimodal-Speech-Emotion-Recognition

A Tensorflow implementation of Speech Emotion Recognition using Audio signals and Text Data

Language: Jupyter Notebook - Size: 330 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 0

AndreaLombax/Speech_emotion_recognition

In this work is proposed a speech emotion recognition model based on the extraction of four different features got from RAVDESS sound files and stacking the resulting matrices in a one-dimensional array by taking the mean values along the time axis. Then this array is fed into a 1-D CNN model as input.

Language: Python - Size: 79.1 KB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 1

arnav10goel/CAMuLeNet

Code Repository for the INTERSPEECH'24 Paper - Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning

Size: 3.91 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 7 - Forks: 0

ECNU-Cross-Innovation-Lab/ENT

[ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition

Language: Python - Size: 638 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

terranivium/speech-emotion-recognition

Speech emotion recognition with PyTorch

Language: Jupyter Notebook - Size: 29.6 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 6 - Forks: 2

nhattruongpham/mmser

SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings

Language: Jupyter Notebook - Size: 2.83 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

WangJingyao07/Multimodal-Sentiment-Analysis-for-Health-Navigation

Emotion recognition methods through facial expression, speeches, audios, and multimodal data

Language: Jupyter Notebook - Size: 2.43 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

KanishkNavale/Speech-Emotion-Recognition

A simple CNN-LSTM deep neural model using Tensorflow to classify emotions from a speech dataset

Language: Jupyter Notebook - Size: 109 KB - Last synced at: 20 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0

srgynmv/EmoteNN

A collection of the neural networks for the emotion recognition

Language: Jupyter Notebook - Size: 1.87 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 1

ZionC27/Speech-Emotion-Recognition

Speech Emotion Recognition (SER) using Deep neural networks CNN and RNN

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: 21 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 1

GeorgiosIoannouCoder/vera

Voice Emotion Recognition of Audio (VERA) is an open-source project created for the Data Science track for the program CUNY Tech Prep (CTP) in Cohort 8. 🔊

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: 14 days ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0

amityalwar/snoofus

Generative AI based speech analyzer

Language: JavaScript - Size: 51.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

andreaguarnore/pytorch-cnn-lstm-speech-emotion-recognition

Speech emotion recognition using CNN LSTM networks.

Language: Python - Size: 45.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

SERaaS/SERaaS-API-Service

Outputs emotion statistics from audio files containing speech, as an API.

Language: JavaScript - Size: 315 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

soumitri2001/Wrapper-Filter-Speech-Emotion-Recognition

Implementation of our paper "A Hybrid Deep Feature Selection Framework for Emotion Recognition from Human Speeches" [Multimedia Tools and Applications, Springer]

Language: Python - Size: 1.82 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 5

kenro515/APSIPA-SER

The implementation of the paper, ``Speech Emotion Recognition with Fusion of Acoustic- and Linguistic-Feature-Based Decisions'' (pretraining-based part, acoustic features)

Language: Python - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

PVTHust/Speech_project_Vin

Multimodal Speech Emotion Recognition ViT (AST) for audio encoder and Multiscale Attention Net (MANet) for visual encoder

Language: Python - Size: 2.67 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 2

nhut-ngnn/Multimodal-Speech-Emotion-Recognition

A multimodal SER project combining BERT and ECAPA-TDNN with cross-attention-based fusion on the IEMOCAP dataset.

Language: Python - Size: 7.07 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

helemanc/ambient-intelligence

Application for Disruptive Situations Detection in public transports through Speech Emotion Recognition.

Language: Jupyter Notebook - Size: 998 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

Aayush-Gangwar/Speech-Emotion-Recognition

Building and training Speech Emotion Recognizer that predicts human emotions using Python

Language: Jupyter Notebook - Size: 37.7 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

jayaneetha/Zeta-Policy

Language: Python - Size: 396 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

Luisa13/Speech_Emotion_Recogntion_in_Foreign_Language

Classify and recognize emotions through voice signal in a foreign language

Language: Jupyter Notebook - Size: 41.9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

Baibhav-nag/SER-using-MLP-and-CNN

Speech emotion recognition using MLP and CNN on four benchmark datasets RAVDESS SAVEE TESS and EmoDB

Language: Jupyter Notebook - Size: 257 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

harshgeek4coder/Emousicolor

Source Code For Work Described In Paper: "Smart and Context-Aware System employing Emotions Recognition"(https://arxiv.org/abs/2106.15101)

Language: Python - Size: 87.8 MB - Last synced at: 23 days ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

zahramajd/speech-emotion-recognition

Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network

Language: Python - Size: 7.81 KB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 0

Jayanth-MKV/emotion2vec-speech-emotion-detection-api

This API utilizes a pre-trained model for emotion recognition from audio files. It accepts audio files as input, processes them using the pre-trained model, and returns the predicted emotion along with the confidence score. The API leverages the FastAPI framework for easy development and deployment.

Language: Python - Size: 4.88 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0

justachetan/ifn-icassp-2011

Python implementation for the paper "Iterative feature normalization for emotional speech detection" by Busso et. al. published at ICASSP 2011

Language: Jupyter Notebook - Size: 276 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 2

MeshalAlamr/speech-emotion-recognition

Detecting emotions from speech signals using a CNN model. Signal processing and feature extraction were done using Librosa.

Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

kenro515/APSIPA-SER-with-A-and-T

The implementation of the paper, ``Speech Emotion Recognition with Fusion of Acoustic- and Linguistic-Feature-Based Decisions'' (fusion part)

Language: Python - Size: 11.7 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

freakingrocky/EmoCh

Emotion Analysis from Speech AI in Python using mfcc, mel, chroma

Language: Python - Size: 33.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

Minus47/CDLSL

The code of the paper "Common Discriminative Latent Space Learning for Cross-Domain Speech Emotion Recognition".

Language: MATLAB - Size: 8.95 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

AlinaBaber/Speech-Emotions-Recognition-by-feature-extraction-and-Deep-learning-MatLab

This repository presents a comprehensive thesis project on Speech Emotion Recognition using a combination of feature extraction techniques and Deep Learning in MATLAB. The research focuses on analyzing speech data from both normal and autistic subjects to classify emotions (Angry, Happy, Neutral, Sad) and detect language disorders.

Language: MATLAB - Size: 23.5 MB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0