WWH98932 / Audio-Classification-ModelsLinks
Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.
☆24Updated 4 years ago
Alternatives and similar repositories for Audio-Classification-Models
Users that are interested in Audio-Classification-Models are comparing it to the libraries listed below
Sorting:
- Audio classification via transfer learning☆34Updated 5 years ago
- PyTorch implementation of the 1D-Triplet-CNN neural network model described in Fusing MFCC and LPC Features using 1D Triplet CNN for Spea…☆30Updated 5 years ago
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆92Updated 4 years ago
- ☆94Updated 2 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆73Updated 2 years ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆64Updated 11 months ago
- EfficientNet-Absolute Zero for Continuous Speech Keyword Spotting☆23Updated 3 years ago
- SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆86Updated 4 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆76Updated 4 years ago
- Multi-class audio classification with MFCC features using CNN☆31Updated 5 years ago
- Implement a GRU/LSTM model using Keras, and train it to classify the languages using MFCC features☆25Updated last year
- A speaker gender classifier. MFC feature engineering and a pre-trained ResNet-50. GradCAM interpretation.☆27Updated 3 years ago
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆64Updated 4 years ago
- Repository for the paper "Towards duration robust weakly supervised sound event detection"☆23Updated 2 years ago
- Audio data augmentation examples☆34Updated 7 years ago
- Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model☆26Updated 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
- Estimating the Age, Height, and Gender of a speaker with their speech signal. https://arxiv.org/pdf/2110.13653.pdf☆66Updated 4 years ago
- ☆21Updated 5 years ago
- Collection of research papers on cough classification☆40Updated 5 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 3 years ago
- ☆87Updated 2 years ago
- Code repo for "Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection"☆17Updated 2 years ago
- ☆28Updated 2 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
- A two-stage polyphonic sound event detection and localization method for both SED and DOA.☆115Updated 2 years ago
- Sound event detection with depthwise separable and dilated convolutions.☆53Updated 5 years ago
- Companion repository for the paper "A Comparison of Metric Learning Loss Functions for End-to-End Speaker Verification" published at SLSP…☆60Updated 4 years ago
- 📁 This repo makes it easy to download the raw audio files from AudioSet (32.45 GB, 632 classes).☆101Updated 2 years ago
- ☆54Updated 5 years ago