Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to identify sound of a bee, cricket or noise.
☆68Jan 8, 2021Updated 5 years ago
Alternatives and similar repositories for Audio-Classification-using-CNN-MLP
Users that are interested in Audio-Classification-using-CNN-MLP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A CNN audio classifier via spectrogram images.☆10Jul 21, 2017Updated 8 years ago
- Environmental sound classification using Deep Learning with extracted features☆168Jan 22, 2020Updated 6 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆77Oct 11, 2022Updated 3 years ago
- Masked ConditionaL Neural Networks☆15Jul 6, 2023Updated 2 years ago
- Multi-class audio classification with MFCC features using CNN☆31Jan 4, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 城市声音分类 Urban Sound Classification with TensorFlow Keras - MLP, RNN, CNN☆97Apr 15, 2019Updated 7 years ago
- A recipe for disfluency detection on the LibriStutter dataset using SpeechBrain☆11Mar 13, 2021Updated 5 years ago
- Audio Classification - Multilayer Neural Networks using TensorFlow☆28Mar 9, 2017Updated 9 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆76Feb 1, 2024Updated 2 years ago
- 基于CNN的音频识别☆18Feb 13, 2019Updated 7 years ago
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Dec 7, 2021Updated 4 years ago
- Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers☆54Jun 11, 2017Updated 9 years ago
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆60Mar 24, 2023Updated 3 years ago
- Repository for Weak Label Learning for Audio Events - A closer look. Uses Audioset subset data provided for reproducibility.☆32Sep 13, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- UrbanSound classification using Convolutional Recurrent Networks in PyTorch☆391Jun 16, 2021Updated 5 years ago
- Cochlear.ai submission for dcase2018 task2☆15Sep 14, 2018Updated 7 years ago
- Train a Deep Learning model to classify audio embeddings on IBM's Deep Learning as a Service (DLaaS) platform - Watson Machine Learning☆102Sep 17, 2025Updated 9 months ago
- Classification of WAV files from cats and dogs☆21Dec 2, 2017Updated 8 years ago
- ☆12Jan 28, 2022Updated 4 years ago
- https://dodiku.github.io/audio_noise_clustering/results/ ==> An experiment with a variety of clustering (and clustering-like) techniques …☆26May 5, 2017Updated 9 years ago
- Final semester project on Stuttered Speech recognition☆17Sep 29, 2017Updated 8 years ago
- Audio Classification using Image Classification☆48Jan 28, 2020Updated 6 years ago
- Classification of environmental sounds using first order statistics and GLCM (Gray-Level Co-Occurrence Matrix ) features of a spectrogram…☆25Jul 14, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Deep Learning experiments for audio classification☆148Jul 23, 2017Updated 8 years ago
- Active Noise Control Headphone Implementation using Deep Learning-based GFANC☆14Aug 28, 2025Updated 10 months ago
- This codebase is focused on predicting lung diseases from a breathing sounds dataset. 8 experiments were conducted on 5 different machine…☆11May 21, 2021Updated 5 years ago
- Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf☆76Mar 19, 2021Updated 5 years ago
- Keras implementation of the paper "Fully automatic brain tumor segmentation with deep learning-based selective attention using overlappin…☆20Jan 26, 2024Updated 2 years ago
- Audio data augmentation examples☆34May 27, 2018Updated 8 years ago
- Training General-Purpose Audio Tagging Networks with Noisy Labels and Iterative Self-Verification☆29May 10, 2019Updated 7 years ago
- Multiple Fundamental Frequency Estimation☆27Apr 7, 2014Updated 12 years ago
- Audio MNIST Classification using 1D-CNN, 2D-CNN, GAN+2D-CNN, CVN+RandomForest, and LSTMs.☆13Dec 7, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆19Sep 21, 2019Updated 6 years ago
- Numeral Detection Using CNN☆28Mar 22, 2019Updated 7 years ago
- Voice Recognition using FPGA-Based Neural Networks☆16Jul 6, 2016Updated 9 years ago
- This paper has been accepted in ACM ICMR 2021.☆20Nov 17, 2025Updated 7 months ago
- Birdsong classification in noisy environments with Convolutional Neural Networks implemented in Keras Deep Learning library for the BIRDC…☆40Jun 19, 2017Updated 9 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆79Nov 5, 2020Updated 5 years ago
- Binary classification problem that aims to classify human voices from audio recordings. Implemented using PyTorch and Librosa.☆37Aug 30, 2021Updated 4 years ago