Topic: speech-emotion-recognition Goto Github

👇 Here are 181 public repositories matching this topic...

30stomercury / interaction-aware-attention-network
speech-emotion-recognition,[ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs
User: 30stomercury
speech-emotion-recognition icassp-2019 icassp emotion-recognition tensorflow

abikaki / awesome-speech-emotion-recognition
speech-emotion-recognition,😎 Awesome lists about Speech Emotion Recognition
User: abikaki
speech-emotion-recognition speech-emotion-classification affective-computing artificial-intelligence awesome awesome-list human-computer-interaction deep-learning emotion machine-learning

aliencaocao / til-2022
speech-emotion-recognition,Champion at Brainhack TIL 2022: Team 8000SGD_CAT
User: aliencaocao
computer-vision dji nlp object-detection robomaster speech-emotion-recognition

aryaaftab / light-sernet
speech-emotion-recognition,Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition
User: aryaaftab
speech-emotion-recognition lightweight fully-convolutional-networks tflite deep-learning tensorflow2

audeering / w2v2-how-to
speech-emotion-recognition,How to use our public wav2vec2 dimensional emotion model
Organization: audeering
speech-emotion-recognition deep-learning wav2vec2 transformer-models arousal dominance valence msp-podcast onnx

bagustris / dimensional-ser
speech-emotion-recognition,Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning
User: bagustris
Home Page: https://www.cambridge.org/core/journals/apsipa-transactions-on-signal-and-information-processing/article/dimensional-speech-emotion-recognition-from-speech-features-and-word-embeddings-by-using-multitask-learning/BCBF69FBED76857F84090A2FB58B2498
speech-emotion-recognition feature-fusion dimensional-emotion

bagustris / s3prl-ser
speech-emotion-recognition,S3PRL for Speech Emotion Recognition (see s3prl > downstream)
User: bagustris
speech-emotion-recognition

bagustris / w2v2-vad
speech-emotion-recognition,A wrapper for Audeering's wav2vec-based dimensional speech emotion recognition
User: bagustris
speech-emotion-recognition affective-computing sentiment-analysis

blhprasanna99 / speech_emotion_detection
speech-emotion-recognition,Speech_Emotion_detection-SVM,RF,DT,MLP
User: blhprasanna99
emotion speech-emotion-recognition svm-model decision-tree-classifier random-forest

coins-ss21 / moody
speech-emotion-recognition,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.
Organization: coins-ss21
Home Page: https://moody.digital
speech-emotion-recognition face-detection face-emotion-recognition real-time react redux aws aws-amplify

coqui-ai / open-speech-corpora
speech-emotion-recognition,💎 A list of accessible speech corpora for ASR, TTS, and other Speech Technologies
Organization: coqui-ai
tts stt speech-to-text text-to-speech speech-recognition speech-synthesis speech-processing voice-recognition voice-activity-detection voice-cloning

cybermaryver / speech-emotion-webapp
speech-emotion-recognition,Speech Emotion Recognition
User: cybermaryver
speech-emotion-recognition ser mel-spectrograms emotion

data-science-kosta / speech-emotion-classification-with-pytorch
speech-emotion-recognition,This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
Organization: data-science-kosta
speech-emotion-recognition ravdess-dataset transformer attention-lstm cnn pytorch stacked parallel spectrogram mel-spectrogram

david-yoon / attentive-modality-hopping-for-ser
speech-emotion-recognition,TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20
User: david-yoon
Home Page: https://arxiv.org/abs/1912.00846
speech-emotion-recognition paralinguistics multimodal-deep-learning

david-yoon / multimodal-speech-emotion
speech-emotion-recognition,TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18
User: david-yoon
Home Page: https://arxiv.org/abs/1810.04635
speech-emotion-recognition paralinguistics multimodal-deep-learning

ddlbojack / emotion2vec
speech-emotion-recognition,[ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
User: ddlbojack
iemocap pytorch-implementation speech-emotion-recognition speech-representation

demfier / multimodal-speech-emotion-recognition
speech-emotion-recognition,Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)
User: demfier
speech-emotion-recognition pytorch scikit-learn pandas librosa multimodal-emotion-recognition python3 iemocap lstm

ecnu-cross-innovation-lab / shiftser
speech-emotion-recognition,[ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations
Organization: ecnu-cross-innovation-lab
Home Page: https://www.researchgate.net/publication/371101522
hubert speech-emotion-recognition wav2vec2

eesungkim / speech_emotion_recognition_aae
speech-emotion-recognition,Adversarial Auto-encoders for Speech Based Emotion Recogntion
User: eesungkim
adversarial-autoencoders aae speech-emotion-recognition

gianscuri / emotion-recognition_ser-fer_ravdess
speech-emotion-recognition,Multi-modal Human Emotion Recognition of speech clips (audio + video) contained in RAVDESS dataset using a two stream architecture
User: gianscuri
computer-vision facial-emotion-recognition speech-emotion-recognition

habla-liaa / ser-with-w2v2
speech-emotion-recognition,Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'
Organization: habla-liaa
speech-emotion-recognition wav2vec2 deep-learning tensorflow speech

hariharitha21 / detection-of-anxiety-and-depression
speech-emotion-recognition,Detecting Anxiety and Depression using facial emotion recognition and speech emotion recognition. Written in pythonPython
User: hariharitha21
opencv-python anxiety-disorder depression-detection speech-emotion-recognition emotion-recognition flask-application

hkveeranki / speech-emotion-recognition
speech-emotion-recognition,Speaker independent emotion recognition
User: hkveeranki
Home Page: http://speechemotionrecognition.repos.hkveeranki.com/
deeplearning emotion-recognition deep-learning deep-neural-networks lstm college-project speech-emotion-recognition python keras emodb

hoseinazad / transformer-based-ser
speech-emotion-recognition,Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch
User: hoseinazad
emotion-recognition speech-classification speech-emotion-classification speech-emotion-recognition transformer-pytorch speech-python speech-classification-python

hotelll / speech-emotion-recognition
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。
User: hotelll
speech-emotion-recognition deep-neural-network

hwang9u / emocatcher
speech-emotion-recognition,[RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)
User: hwang9u
ravdess speech-emotion-recognition emotion-classification

jiaxin-ye / tim-net_ser
speech-emotion-recognition,[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".
User: jiaxin-ye
casia emodb emotion-recognition iemocap ravdess savee speech-emotion-recognition emovo bi-directional icassp

krishnadn / emotion-identification-from-raw-speech-signals-using-tdnns
speech-emotion-recognition,Implementation of the paper "Emotion Identification from raw speech signals using DNNs"
User: krishnadn
speech-emotion-recognition emotion-recognition speech pytorch pytorch-implementation

krishnadn / speech-emotion-recognition-using-self-attention
speech-emotion-recognition,Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From INTERSPEECH 2019
User: krishnadn
emotion-recognition speech-emotion-recognition deep-learning speech

letianlee / speech-emotion-recognition
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.
User: letianlee
hubert huggingface pytorch-implementation ravdess-dataset speech-emotion-classification speech-emotion-recognition

m3hrdadfi / soxan
speech-emotion-recognition,Wav2Vec for speech recognition, classification, and audio classification
User: m3hrdadfi
speech-emotion-recognition emotion-recognition automatic-speech-recognition speech-recognition speech-classification

miteshputhran / speech-emotion-analyzer
speech-emotion-recognition,The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
User: miteshputhran
emotion python3 deep-learning neural-network data-science deep-neural-networks speech voice audio-files natural-language-processing

mjpyeon / wavenet-classifier
speech-emotion-recognition,Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks
User: mjpyeon
wavenet-keras speech-analysis speech-api deep-learning deep-neural-networks supervised-learning deepmind speaker-recognition speaker-identification speaker-verification

mkosaka1 / speech_emotion_recognition
speech-emotion-recognition,Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.
User: mkosaka1
speech-emotion-recognition cnn-model audio-files emotion

mmakiuchi / multimodal_emotion_recognition
speech-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.
User: mmakiuchi
emotion-recognition speech-emotion-recognition text-emotion-detection wav2vec2 disentanglement-learning asru2021

praweshd / speech_emotion_recognition
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).
User: praweshd
machine-learning svm-classifier svm-model speech-recognition speech-analysis speech-emotion-recognition deep-learning deep-neural-networks recurrent-neural-networks lstm-neural-networks

rayanwang / speech_emotion_recognition_blstm
speech-emotion-recognition,Bidirectional LSTM network for speech emotion recognition.
User: rayanwang
emotion-recognition speech-emotion-recognition voice-segmentation attention-model lstm-sentiment-analysis

renovamen / speech-emotion-recognition
speech-emotion-recognition,Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
User: renovamen
speech-emotion-recognition lstm svm mlp opensmile cnn

roccojay / audio_to_emotion
speech-emotion-recognition,Classifying Audio to Emotion
User: roccojay
optuna ravdess emotion audio speech song emotion-recognition python xgboost lgbm

rudrajikadra / speech-emotion-recognition-using-librosa-library-and-mlpclassifier
speech-emotion-recognition,In this project we use RAVDESS Dataset to classify Speech Emotion using Multi Layer Perceptron Classifier
User: rudrajikadra
ravdess-dataset python mlp-classifier speech-emotion-recognition librosa python-project

shamanez / bert-like-is-all-you-need
speech-emotion-recognition,The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition
User: shamanez
bert-model self-supervised-learning multimodal-representation multimodal-emotion-recognition pretrained-models fine-tuning sentiment-analysis speech-emotion-recognition

speechbrain / speechbrain.github.io
speech-emotion-recognition,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.
Organization: speechbrain
deep-learning speech-recognition speech-to-text speech speech-processing speaker-recognition speaker-verification speaker-identification speech-separation speech-emotion-recognition

superkogito / ser-datasets
speech-emotion-recognition,A collection of datasets for the purpose of emotion recognition/detection in speech.
User: superkogito
Home Page: https://superkogito.github.io/SER-datasets
speech-emotion-recognition emotions speech emotions-recognition datasets multimodal-emotion-recognition audio-datasets audio

tzaiyang / speechemorec
speech-emotion-recognition,Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching
User: tzaiyang
speech-emotion-recognition dcnn alexnet svm finetune

vandana-rajan / 1d-speech-emotion-recognition
speech-emotion-recognition,Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM
User: vandana-rajan
cnn-lstm emodb-database raw-speech-signals speech-emotion-recognition

vincent-zhq / ca-mser
speech-emotion-recognition,Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information
User: vincent-zhq
iemocap pytorch-implementation speech-emotion-recognition icassp-2022

x4nth055 / emotion-recognition-using-speech
speech-emotion-recognition,Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
User: x4nth055
machine-learning speech-emotion-recognition emotion-recognition emotion-recognizer sklearn kneighborsclassifier random-forest-classifier mfcc feature-extraction emotion-detection

xuanjihe / speech-emotion-recognition
speech-emotion-recognition,speech emotion recognition using a convolutional recurrent networks based on IEMOCAP
User: xuanjihe
tensorflow python iemocap-database speech-emotion-recognition

yeyupiaoling / speechemotionrecognition-paddlepaddle
speech-emotion-recognition,语音感情识别
User: yeyupiaoling
classification deep-learning paddlepaddle speech-emotion-recognition

ztrimus / speech-emotion-recognition
speech-emotion-recognition,Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.
User: ztrimus
deep-learning neural-network librosa keras pytorch natural-language-processing convolutional-neural-networks python3 jupyter-notebook emotion-recognition