abishek-as / Audio-Classification-Deep-LearningLinks
We'll look into audio categorization using deep learning principles like Artificial Neural Networks (ANN), 1D Convolutional Neural Networks (CNN1D), and CNN2D in this repository. We undertake some basic data preprocessing and feature extraction on audio sources before developing models. As a result, the accuracy, training time, and prediction ti…
☆48Updated 3 years ago
Alternatives and similar repositories for Audio-Classification-Deep-Learning
Users that are interested in Audio-Classification-Deep-Learning are comparing it to the libraries listed below
Sorting:
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 4 years ago
- Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to id…☆67Updated 4 years ago
- The Real time Noise cancellation from Audio data signal . Like the construction noise with the denoising the signal .☆126Updated 3 years ago
- Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness pr…☆98Updated 6 months ago
- CNN 1D vs 2D audio classification☆103Updated 6 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆74Updated 2 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆77Updated 4 years ago
- Audio classification via transfer learning☆34Updated 5 years ago
- Sound Classification using Neural Networks☆49Updated 2 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆73Updated last year
- MIMII Sound Anomaly Detection with AutoEncoders☆37Updated 4 years ago
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆175Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆112Updated 3 years ago
- Machine Learning applied to sound☆280Updated 3 months ago
- This repository contains a sample on how to perform anomaly detection on machine sounds (based on the MIMII Dataset) leveraging several a…☆59Updated 4 years ago
- A speech recognition system based on a Convolutional Neural Network built using TensorFlow☆20Updated 4 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆96Updated 2 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- Different methods and techniques for features extraction from audio☆57Updated last year
- Urban sounds classification with Covnolutional Neural Networks☆37Updated 5 years ago
- Deep Learning - one shot learning for speaker recognition using Filter Banks☆169Updated last year
- End-to-End Speech Recognition☆12Updated 4 years ago
- Audio classification using Tensorflow☆115Updated 3 years ago
- Classifying 10 different categories of Sound using Deep Learning.☆25Updated 7 years ago
- Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a …☆249Updated 2 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 3 years ago
- A python model to detect and segment coughs, forked from coughvid's repo☆11Updated 10 months ago
- A simple tutorial of wavelet, STFT and FFT☆24Updated 7 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆31Updated last year
- Multi-class audio classification with MFCC features using CNN☆31Updated 5 years ago