GorillaBus / urban-audio-classifier
Urban sounds classification with Covnolutional Neural Networks
☆36Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for urban-audio-classifier
- Audio classification via transfer learning☆32Updated 5 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…☆65Updated 3 years ago
- CNN 1D vs 2D audio classification☆104Updated 5 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆72Updated 2 years ago
- ☆53Updated 6 years ago
- Sound Classification using Neural Networks☆49Updated last year
- Audio data augmentation examples☆35Updated 6 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- End-to-End Speech Recognition using Neural Networks.☆35Updated 2 months ago
- Multi-class audio classification with MFCC features using CNN☆28Updated 4 years ago
- Classification of environmental sounds using first order statistics and GLCM (Gray-Level Co-Occurrence Matrix ) features of a spectrogram…☆24Updated 4 years ago
- 1st place solution to the DCASE 2019 - Task 5 - Urban Sound Tagging☆30Updated 3 years ago
- Environmental sound classification using Deep Learning with extracted features☆164Updated 4 years ago
- ESC: Dataset for Environmental Sound Classification - paper replication data☆76Updated 6 years ago
- A neural attention model for speech command recognition☆180Updated last year
- Baseline of DCASE 2020 task 4☆42Updated 2 years ago
- Urban Sound Classification : striving towards a fair comparison☆17Updated 3 years ago
- COVID-19 Coughs files for training AI models☆41Updated 4 years ago
- A collection of utilities for Detection and Classification of Acoustic Scenes and Events☆129Updated 5 months ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆65Updated 9 months ago
- ☆29Updated 6 years ago
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆58Updated last year
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆23Updated 4 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆91Updated 4 years ago
- Baseline method for sound event localization task of DCASE 2020 challenge☆53Updated 4 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆58Updated 3 years ago
- It uses GMM to train a gender detector model. The testing has been done on subset of Google's AudioSet corpus.☆19Updated 7 years ago
- Estimating the Age, Height, and Gender of a speaker with their speech signal. https://arxiv.org/pdf/2110.13653.pdf☆64Updated 3 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
- Deep Learning experiments for audio classification☆149Updated 7 years ago