speech-classification | Topic | Ecosyste.ms: Repos

Topic: "speech-classification"

YuanGongND/ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

Language: Jupyter Notebook - Size: 2.35 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 872 - Forks: 165

YuanGongND/ssast

Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".

Language: Python - Size: 11.7 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 309 - Forks: 47

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

kaistmm/Audio-Mamba-AuM

Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"

Language: Python - Size: 10.7 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 108 - Forks: 13

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

felixchenfy/Speech-Commands-Classification-by-LSTM-PyTorch

Classification of 11 types of audio clips using MFCCs features and LSTM. Pretrained on Speech Command Dataset with intensive data augmentation.

Language: Jupyter Notebook - Size: 33.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 13

Rumeysakeskin/Speech-Command-Recognition

Classify input audio segment into categories for keyword spotting with MatchboxNet with training, exporting onnx model, accelerating inference via TensorRT

Language: Python - Size: 349 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 0

anik8gupta/Toxic_Speech_Classification

It is a full-fetched web application.Based on sentiment classification, by using nltk library it predicts that a speech is how much toxic, sever toxic, insult, obscene, threat.

Language: Python - Size: 202 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 12 - Forks: 2

Sreyan88/Toxicity-Detection-in-Spoken-Utterances

This repository contains the code for the paper: "DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances"

Language: Jupyter Notebook - Size: 976 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 5

Jason-Oleana/speech-classification

In this challenge, the goal is to learn to recognize which of several English words is pronounced in an audio recording. This is a multiclass classification task.

Language: Jupyter Notebook - Size: 7.03 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 2

Rumeysakeskin/Speech-Data-Augmentation

Speech dataset processing and augmentation (add background noise and change speech pitch) for speech recognition

Language: Jupyter Notebook - Size: 22.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

EmanuelAlogna/Gender-Classification-using-ML

Gender Classification with different Machine Learning models, using the LibriSpeech ASR dataset.

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Rayyan9477/speech_emotion_classification

This project implements a speech emotion classification system using neural networks and genetic algorithms for optimization. The system classifies emotions such as calm, happy, sad, angry, fearful, surprise, and disgust from speech audio using the RAVDESS dataset.

Language: HTML - Size: 20.3 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 0

deep-spin/speech-continuous-attention

Speech Classification using Continuous Attention Mechanisms

Language: Python - Size: 191 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

Mubarekethio/Voice-Recognition-Qafaraf-and-Amharic

Qafar-af and Amharic voice Command Recognition project to control the movement of wheelchair

Language: Jupyter Notebook - Size: 137 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Chris-Winnard/Speech-Gender-Classifier

A convolutional neural network for gender classification, which achieved an F1-score of 94.3% when tested on the RAVDESS dataset. Created as postgraduate coursework, the report is included. The report also discusses Sodiq Adebiy's CNN, which I'd recommend looking at to anyone interested in emotion classification.

Language: Jupyter Notebook - Size: 561 KB - Last synced at: 10 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0