GorillaBus / urban-audio-classifier
Urban sounds classification with Covnolutional Neural Networks
☆36Updated 5 years ago
Alternatives and similar repositories for urban-audio-classifier:
Users that are interested in urban-audio-classifier are comparing it to the libraries listed below
- Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to id…☆66Updated 4 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆75Updated 2 years ago
- Audio classification with VGGish as feature extractor in TensorFlow☆128Updated 3 years ago
- ESC: Dataset for Environmental Sound Classification - paper replication data☆78Updated 7 years ago
- speaker_diarization done on toy dataset and tested on timit dataset☆8Updated 3 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆92Updated 4 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆75Updated 4 years ago
- Detection of emotion in Speech Using Convolution Neural Network☆20Updated 5 years ago
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆89Updated 3 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- Sound Classification using Neural Networks☆50Updated 2 years ago
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆60Updated 2 years ago
- Estimating the Age, Height, and Gender of a speaker with their speech signal. https://arxiv.org/pdf/2110.13653.pdf☆65Updated 3 years ago
- Environmental sound classification using Deep Learning with extracted features☆165Updated 5 years ago
- Audio data augmentation examples☆34Updated 6 years ago
- 📁 This repo makes it easy to download the raw audio files from AudioSet (32.45 GB, 632 classes).☆101Updated last year
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆143Updated 2 years ago
- CNN 1D vs 2D audio classification☆104Updated 6 years ago
- This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1☆111Updated 5 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- Train a Deep Learning model to classify audio embeddings on IBM's Deep Learning as a Service (DLaaS) platform - Watson Machine Learning☆101Updated 2 years ago
- Classify daily life events using audio data.☆51Updated 5 years ago
- A collection of utilities for Detection and Classification of Acoustic Scenes and Events☆128Updated 2 weeks ago
- Classification of environmental sounds using first order statistics and GLCM (Gray-Level Co-Occurrence Matrix ) features of a spectrogram…☆24Updated 4 years ago
- Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)☆72Updated 3 years ago
- 📊 Easily apply audio-related machine learning models trained on the AudioSet dataset (527+ models/classes).☆29Updated 10 months ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆174Updated last year
- ☆92Updated 2 years ago
- An implementation of vggish in keras with tf backend☆119Updated 4 years ago