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 45 speech emotion recognition tools tracked. 1 score above 70 (verified tier). The highest-rated is salute-developers/GigaAM at 74/100 with 504 stars and 2,236 monthly downloads. 1 of the top 10 are actively maintained.

Get all 45 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	salute-developers/GigaAM Foundational Model for Speech Recognition Tasks	74	Verified	504	Python
2	SuyashMore/MevonAI-Speech-Emotion-Recognition Identify the emotion of multiple speakers in an Audio Segment	41	Emerging	179	C
3	NotAbhinavGamerz/emotion-aware-automatic-speech-recognition 🎤 Enhance speech recognition by detecting emotions in spoken language,...	37	Emerging	4	Python
4	jsugg/ser The AI-powered ser Python package is a tool for recognizing and analyzing...	36	Emerging	6	Python
5	saky-semicolon/Emotion-Aware-AI-Support-System A smart AI-powered platform that detects emotions from student voice input,...	32	Emerging	17	HTML
6	AkishinoShiame/Chinese-Speech-Emotion-Datasets Datasets of A Deep Convolutional Neural Network Based Virtual Elderly...	31	Emerging	38	—
7	habla-liaa/ser-with-w2v2 Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from...	30	Emerging	140	Jupyter Notebook
8	freakingrocky/EmoCh Emotion Analysis from Speech AI in Python using mfcc, mel, chroma	27	Experimental	9	Python
9	Lev-etd/Multimodal-emotion-recognition Audio-Visual Group Emotion Recognition in the wild using cross-modal attention	26	Experimental	5	Jupyter Notebook
10	praweshd/speech_emotion_recognition In this project, the performance of speech emotion recognition is compared...	25	Experimental	28	Jupyter Notebook
11	Baibhav-nag/SER-using-MLP-and-CNN Speech emotion recognition using MLP and CNN on four benchmark datasets...	25	Experimental	4	Jupyter Notebook
12	helemanc/ambient-intelligence Application for Disruptive Situations Detection in public transports through...	25	Experimental	4	Jupyter Notebook
13	royangkr/BabyReady CNN to predict the reason why a baby is crying	25	Experimental	25	Python
14	NickEinstein1/TUNDA Empathetic CARE_SOL_AI	25	Experimental	2	Python
15	rizkyyanuark/PrediksiDepression-DataSpeech Repositori ini berisi proyek deteksi dini depresi menggunakan MFCC dan CNN...	25	Experimental	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...	24	Experimental	21	Python
17	alefiury/SE-R-2022-SER-Track Code for the winning solution in the SE&R 2022 Challenge - SER track.	24	Experimental	16	Python
18	ThomasRigoni7/Audio-emotion-recognition-RAVDESS Implementation of various models to address the speech emotion recognition...	23	Experimental	6	Python
19	diharaw/emo-lib Bi-model Convolutional Neural Network based Emotion Classification library...	23	Experimental	2	CMake
20	gunarakulangunaretnam/hate-speech-analysis-with-happytransformer An artificial intelligence based tool for analyzing hate speeches in...	23	Experimental	2	Python
21	AbdulBasit-MrRobo/Real-Time-Speech-Emotion-Recognition Code for the paper "Real Time Speech Emotion Recognition using Machine Learning"	22	Experimental	23	Python
22	aliyzd95/modified-shemo A modification on the Sharif Emotional Speech Database	21	Experimental	10	Jupyter Notebook
23	AndreaLombax/Speech_emotion_recognition In this work is proposed a speech emotion recognition model based on the...	21	Experimental	10	Python
24	virajbhutada/speech-emotion-recognition This repository houses a robust speech emotion recognition system, featuring...	20	Experimental	9	Jupyter Notebook
25	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,...	17	Experimental	1	Python
26	LexicalStressDetection/lexical-stress-detection Deep Learning model for lexical stress detection in spoken English	17	Experimental	29	Python
27	restacksyj/speech-emotion-detection Final Year Project on Speech Emotion Recognition with CNN and LSTM.	16	Experimental	3	HTML
28	standing-o/Combined_Dataset_for_Speech_Emotion_Recognition A collection of dataset consists of a total of 8 English speech datasets for SER	16	Experimental	30	Jupyter Notebook
29	devikamanoj/Speech-emotion-recogniser Recognize human emotion and affective states from speech	16	Experimental	3	Python
30	brihijoshi/iterative-feature-normalisation-ICASSP-2011 This repository contains a Python implementation of the paper "Iterative...	16	Experimental	3	Jupyter Notebook
31	ZacDair/SER_Platform_AICS This repository contains the code to create and conduct emotion recognition...	15	Experimental	2	Python
32	vitomarcorubino/Parkinsons-detection CNN and Attention Mechanisms for Parkinson's Diagnosis and Speech Deficit Detection	15	Experimental	2	Python
33	AKAPhilipD/CMTNET_for_SER CMT-Net: A Collaborative Mamba-Transformer Network with Spatial-Temporal...	15	Experimental	5	Python
34	VyetGokyra/project_NLP_final This is a group project in the vin program: Modality Balance for Multimodal...	14	Experimental	1	Python
35	Mr-Deeptanshu/Voice-Emotion-Analyzer ML-based Speech Emotion Detection using MFCC and CNN	14	Experimental	—	Jupyter Notebook
36	Priyakrith-PS/empathy-engine Emotion-aware speech synthesis using transformer-based emotion detection and...	14	Experimental	—	Python
37	Verma-Siddharth/empathy-engine AI-powered TTS that detects emotion and modulates voice — speed, pitch — to...	14	Experimental	—	Python
38	alpereee/SpeakerRecognition 🎙️ Makine öğrenmesi ile konuşmacı tanıma, sesten duygu analizi ve metne...	13	Experimental	2	Jupyter Notebook
39	jpanged/ItsDisturbing Identifying potential red flags using Watson NLU	13	Experimental	8	Python
40	Dalia-Sher/Speech-Emotion-Recognition-using-BLSTM-with-Attention We present a study of a neural network based method for speech emotion...	13	Experimental	11	Python
41	hrugved06/Speech-Emotion-Recognition Emotion (Happy, Neutral, Anger, Disgust, Fear, Sad) detection is performed...	11	Experimental	2	Jupyter Notebook
42	shan4usmani/Emotion_Analyzer This Project is used to detect emotions using python and Deep learning. It...	11	Experimental	—	Jupyter Notebook
43	TLILIFIRAS/Speech-Emotion-Recognition-with-Librosa In this Python mini project, we will use the libraries librosa, soundfile,...	10	Experimental	1	—
44	alefiury/SER-EVO This repository implements a Neuroevolution approach to the task of...	10	Experimental	1	Python
45	otilor/Hate-Speech-Detector Detects Hate Speech containing Buhari and other Aliases using an Inverted Index	10	Experimental	1	PHP