bapalto / birdsong-keras
Birdsong classification in noisy environments with Convolutional Neural Networks implemented in Keras Deep Learning library for the BIRDCLEF 2016 competition. Can be fine-tuned to arbitrary audio classification task.
☆41Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for birdsong-keras
- Source code complementing our paper for acoustic event classification using convolutional neural networks.☆65Updated 3 years ago
- Source code of the TUCMI submission to BirdCLEF2017☆40Updated 7 years ago
- Deep Learning experiments for audio classification☆149Updated 7 years ago
- A library for augmenting annotated audio data☆233Updated 3 years ago
- Audio Classifier in Keras using Convolutional Neural Network☆160Updated 5 years ago
- JAMS annotation files for the original and augmented UrbanSound8K dataset☆35Updated 6 years ago
- ESC: Dataset for Environmental Sound Classification - paper replication data☆76Updated 6 years ago
- DenseNets for the detection of singing birds in audio files☆17Updated 7 years ago
- Thomas Grill's "bulbul" bird audio detection system, adapted for DCASE 2018☆32Updated 6 years ago
- Multiple Instance Learning for Sound Event Detection☆34Updated 6 years ago
- Audio Classification - Multilayer Neural Networks using TensorFlow☆28Updated 7 years ago
- Environmental Sound Classification with Convolutional Neural Networks - paper replication data☆75Updated 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☆98Updated last year
- Code and Datasets for the "Deep Learning for Music Classification using Keras" Workshop☆74Updated 6 years ago
- Single-channel blind source separation☆48Updated 6 years ago
- A deep learning framework for Speech-Music discrimination of continuous audio streams☆68Updated 6 years ago
- A collection of utilities for Detection and Classification of Acoustic Scenes and Events☆129Updated 5 months ago
- The details that matter: Frequency resolution of spectrograms in acoustic scene classification - paper replication data☆38Updated 6 years ago
- Training neural audio classifiers with few data − https://arxiv.org/abs/1810.10274☆60Updated 5 years ago
- Tensorflow Implementation of Convolutional Recurrent Neural Networks for Music Genre Classification☆54Updated 7 years ago
- maracas is a library for corrupting audio files with additive and convolutive noise.☆72Updated 7 years ago
- DCASE 2017 Baseline system☆82Updated 4 years ago
- Auralisation of learned features in CNN (for audio)☆42Updated 7 years ago
- A program for automatic speaker identification using deep learning techniques.☆84Updated 7 years ago
- A multi-channel neural network audio classifier using Keras☆271Updated 3 years ago
- Convolutional neural networks for sound classification☆20Updated 6 years ago
- ☆61Updated last year
- DCASE 2016 Baseline system, python implementation☆51Updated 7 years ago
- DCASE 2018 Baseline systems☆129Updated 5 years ago