nageshsinghc4 / Audio-Data-Analysis-Using-Deep-Learning
Audio data analysis using Deep Learning.
☆29Updated 4 years ago
Alternatives and similar repositories for Audio-Data-Analysis-Using-Deep-Learning:
Users that are interested in Audio-Data-Analysis-Using-Deep-Learning are comparing it to the libraries listed below
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆75Updated 4 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆73Updated 2 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆143Updated 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…☆66Updated 4 years ago
- Master thesis on Music Emotion Recognition☆17Updated 4 years ago
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆170Updated 11 months ago
- music genre classification : LSTM vs Transformer☆60Updated last year
- A notebook analyzing different content based features in an audio file.☆34Updated 7 years ago
- ☆104Updated 4 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆66Updated last year
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆89Updated 3 years ago
- ☆21Updated 6 years ago
- A set of scripts that extract speech features (so far MFCCs, FBANKs, STFT, and kinda dominant frequency) and trains CNN, LSTM, or CNN+LST…☆51Updated last year
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆92Updated 4 years ago
- ☆35Updated 4 years ago
- Removes silence segments from wav audio files☆29Updated 4 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆19Updated 2 years ago
- MediaEval 2020: Music Mood Classification☆18Updated 3 years ago
- small experimentation about positional encoding☆19Updated 5 years ago
- 1st place solution to the DCASE 2019 - Task 5 - Urban Sound Tagging☆30Updated 3 years ago
- A two-stage polyphonic sound event detection and localization method for both SED and DOA.☆110Updated 2 years ago
- (Unofficial) Pytorch Implementation of Music Mood Detection Based On Audio And Lyrics With Deep Neural Net☆100Updated 5 years ago
- Train a Deep Learning model to classify audio embeddings on IBM's Deep Learning as a Service (DLaaS) platform - Watson Machine Learning☆99Updated 2 years ago
- ESC: Dataset for Environmental Sound Classification - paper replication data☆78Updated 7 years ago
- Music genre classification from audio spectrograms using deep learning☆53Updated 5 years ago
- General purpose sound recognition demo☆155Updated last year
- Visualization toolbox for Sound Event Detection☆118Updated 11 months ago