Speech Emotion Recognition Voice AI Tools

Tools for detecting, classifying, and analyzing emotional states from audio speech input. Includes multimodal approaches combining speech with text/lyrics. Does NOT include general sentiment analysis of text-only content, hate speech detection, or emotion-modulated TTS output generation.

There are 64 speech emotion recognition tools tracked. 1 score above 70 (verified tier). The highest-rated is salute-developers/GigaAM at 73/100 with 504 stars. 1 of the top 10 are actively maintained.

Get all 64 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=voice-ai&subcategory=speech-emotion-recognition&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	salute-developers/GigaAM Foundational Model for Speech Recognition Tasks	73	Verified	504	Python
2	SuyashMore/MevonAI-Speech-Emotion-Recognition Identify the emotion of multiple speakers in an Audio Segment	48	Emerging	179	C
3	NotAbhinavGamerz/emotion-aware-automatic-speech-recognition 🎤 Enhance speech recognition by detecting emotions in spoken language,...	44	Emerging	4	Python
4	jsugg/ser The AI-powered ser Python package is a tool for recognizing and analyzing...	43	Emerging	6	Python
5	saky-semicolon/Emotion-Aware-AI-Support-System A smart AI-powered platform that detects emotions from student voice input,...	38	Emerging	17	HTML
6	AkishinoShiame/Chinese-Speech-Emotion-Datasets Datasets of A Deep Convolutional Neural Network Based Virtual Elderly...	38	Emerging	38	—
7	habla-liaa/ser-with-w2v2 Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from...	37	Emerging	140	Jupyter Notebook
8	GeorgiosIoannouCoder/vera Voice Emotion Recognition of Audio (VERA) is an open-source project created...	34	Emerging	6	Jupyter Notebook
9	freakingrocky/EmoCh Emotion Analysis from Speech AI in Python using mfcc, mel, chroma	34	Emerging	9	Python
10	Lev-etd/Multimodal-emotion-recognition Audio-Visual Group Emotion Recognition in the wild using cross-modal attention	33	Emerging	5	Jupyter Notebook
11	Baibhav-nag/SER-using-MLP-and-CNN Speech emotion recognition using MLP and CNN on four benchmark datasets...	32	Emerging	4	Jupyter Notebook
12	helemanc/ambient-intelligence Application for Disruptive Situations Detection in public transports through...	32	Emerging	4	Jupyter Notebook
13	royangkr/BabyReady CNN to predict the reason why a baby is crying	32	Emerging	25	Python
14	praweshd/speech_emotion_recognition In this project, the performance of speech emotion recognition is compared...	32	Emerging	28	Jupyter Notebook
15	rizkyyanuark/PrediksiDepression-DataSpeech Repositori ini berisi proyek deteksi dini depresi menggunakan MFCC dan CNN...	32	Emerging	3	Jupyter Notebook
16	kaveenkumar/Speech_Recognition_and_Emotion_Detection_in_English_and_German Python project for Speech-to-Text and Sentiment Analysis. Supports English...	31	Emerging	21	Python
17	alefiury/SE-R-2022-SER-Track Code for the winning solution in the SE&R 2022 Challenge - SER track.	31	Emerging	16	Python
18	NickEinstein1/TUNDA Empathetic CARE_SOL_AI	31	Emerging	2	Python
19	diharaw/emo-lib Bi-model Convolutional Neural Network based Emotion Classification library...	30	Emerging	2	CMake
20	aaivu/KuralNet A deep learning-based Speech Emotion Recognition (SER) model trained...	30	Emerging	8	Python
21	ThomasRigoni7/Audio-emotion-recognition-RAVDESS Implementation of various models to address the speech emotion recognition...	30	Emerging	6	Python
22	gunarakulangunaretnam/hate-speech-analysis-with-happytransformer An artificial intelligence based tool for analyzing hate speeches in...	30	Emerging	2	Python
23	AbdulBasit-MrRobo/Real-Time-Speech-Emotion-Recognition Code for the paper "Real Time Speech Emotion Recognition using Machine Learning"	29	Experimental	23	Python
24	AndreaLombax/Speech_emotion_recognition In this work is proposed a speech emotion recognition model based on the...	28	Experimental	10	Python
25	aliyzd95/modified-shemo A modification on the Sharif Emotional Speech Database	28	Experimental	10	Jupyter Notebook
26	virajbhutada/speech-emotion-recognition This repository houses a robust speech emotion recognition system, featuring...	27	Experimental	9	Jupyter Notebook
27	jorisvanmens/speech_emotion_recognition Using Artificial Intelligence to analyze emotion in speech	26	Experimental	6	C++
28	LexicalStressDetection/lexical-stress-detection Deep Learning model for lexical stress detection in spoken English	24	Experimental	29	Python
29	Akash-Apturkar/Sentiment-Analysis-of-speech-using-NLP-with-Android-Connect-feature-and-web-scraping We aim to develop a ‘Smart Speech Ecosystem’ that takes audio input,...	24	Experimental	1	Python
30	devikamanoj/Speech-emotion-recogniser Recognize human emotion and affective states from speech	23	Experimental	3	Python
31	brihijoshi/iterative-feature-normalisation-ICASSP-2011 This repository contains a Python implementation of the paper "Iterative...	23	Experimental	3	Jupyter Notebook
32	restacksyj/speech-emotion-detection Final Year Project on Speech Emotion Recognition with CNN and LSTM.	23	Experimental	3	HTML
33	standing-o/Combined_Dataset_for_Speech_Emotion_Recognition A collection of dataset consists of a total of 8 English speech datasets for SER	23	Experimental	30	Jupyter Notebook
34	vitomarcorubino/Parkinsons-detection CNN and Attention Mechanisms for Parkinson's Diagnosis and Speech Deficit Detection	22	Experimental	2	Python
35	ZacDair/SER_Platform_AICS This repository contains the code to create and conduct emotion recognition...	22	Experimental	2	Python
36	VyetGokyra/project_NLP_final This is a group project in the vin program: Modality Balance for Multimodal...	21	Experimental	1	Python
37	Dalia-Sher/Speech-Emotion-Recognition-using-BLSTM-with-Attention We present a study of a neural network based method for speech emotion...	20	Experimental	11	Python
38	alpereee/SpeakerRecognition 🎙️ Makine öğrenmesi ile konuşmacı tanıma, sesten duygu analizi ve metne...	20	Experimental	2	Jupyter Notebook
39	AKAPhilipD/CMTNET_for_SER CMT-Net: A Collaborative Mamba-Transformer Network with Spatial-Temporal...	19	Experimental	5	Python
40	hrugved06/Speech-Emotion-Recognition Emotion (Happy, Neutral, Anger, Disgust, Fear, Sad) detection is performed...	18	Experimental	2	Jupyter Notebook
41	alefiury/SER-EVO This repository implements a Neuroevolution approach to the task of...	17	Experimental	1	Python
42	TLILIFIRAS/Speech-Emotion-Recognition-with-Librosa In this Python mini project, we will use the libraries librosa, soundfile,...	17	Experimental	1	—
43	otilor/Hate-Speech-Detector Detects Hate Speech containing Buhari and other Aliases using an Inverted Index	17	Experimental	1	PHP
44	muhammadjunaid-ai/emotion-recognition-from-speech 🎤 AI-powered Emotion Recognition from Speech. Detects human emotions from...	15	Experimental	1	Python
45	SALT-Research/DeepDialogue-code DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset (code...	14	Experimental	10	Python
46	Mr-Deeptanshu/Voice-Emotion-Analyzer ML-based Speech Emotion Detection using MFCC and CNN	14	Experimental	—	Jupyter Notebook
47	Priyakrith-PS/empathy-engine Emotion-aware speech synthesis using transformer-based emotion detection and...	14	Experimental	—	Python
48	Verma-Siddharth/empathy-engine AI-powered TTS that detects emotion and modulates voice — speed, pitch — to...	14	Experimental	—	Python
49	Kiran8053/Speech-Emotion-Recognition This project focuses on real-time Speech Emotion Recognition (SER) using the...	13	Experimental	—	HTML
50	areebaghazal88/Speech-Emotion-Recognition-using-Deep-learning Detects emotions from speech signals using a Convolutional Neural Network...	12	Experimental	3	Jupyter Notebook
51	Jayanth-MKV/speech-emotion-recognition-api-using-fastapi Speech Emotion Recognition api using models trained based on gender using...	12	Experimental	7	Python
52	bolajixi/Speech-Emotion-Recognizer A Django web application to detect emotion from the audio speech of a recording	11	Experimental	3	JavaScript
53	hMRZQ21/VERA_Deployed Voice Emotion Recognition of Audio (VERA) is an ML model doing speech...	11	Experimental	—	JavaScript
54	RobertFarzan/Speech-Emotion-Recognition-system TFG de Robert Farzan Rodríguez (2021-2022) - Facultad de Informática...	11	Experimental	—	Jupyter Notebook
55	RealUnfazed/PyVoiceMood PyVoiceMood is an interactive voice-based assistant that ONLY detects the...	11	Experimental	—	Python
56	RylinnM/Speech-Emotion-Recognition A speech emotion recognition notebook that learns a model to identify the...	11	Experimental	4	Jupyter Notebook
57	ehsanmqn/vocal-emotion-recognition This repository contains a speech emotion recognition using Dutch and...	11	Experimental	4	Python
58	guillaumelauzier/emotional-xyz-soundwave The code computes the STFT of the audio signal using overlapping windows,...	11	Experimental	—	JavaScript
59	VanshajR/UCS749-Audio-Sentiment-Analysis An emotion recognition project for audio files, trained on the RAVDESS...	11	Experimental	2	Jupyter Notebook
60	ZacDair/SER_Bi-Modal This repository contains the source code for my final year project for my...	10	Experimental	2	Python
61	syedissambukhari/speech-emotion-recognition-using-cnn Deep Learning for Speech Emotion Recognition - Dive into the world of...	10	Experimental	2	Jupyter Notebook
62	faizaliyaqat/Speech-emotion-recognition Speech Emotion Recognition using Wav2Vec 2.0 + Random Forest Real-time...	10	Experimental	1	Python
63	aryanVijaywargia/SpeechEmotionClassifier A flask application to predict the speech emotion of any .wav file.	10	Experimental	2	Python
64	JoKoum/speech-emotion-detection Semester project for the Multimodal Machine Learning class of the MSc in...	10	Experimental	2	Jupyter Notebook