johnmartinsson / bird-species-classificationLinks
Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.
☆127Updated 10 months ago
Alternatives and similar repositories for bird-species-classification
Users that are interested in bird-species-classification are comparing it to the libraries listed below
Sorting:
- Sound Classification using Neural Networks☆50Updated 2 years ago
- Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers☆54Updated 8 years ago
- ESC: Dataset for Environmental Sound Classification - paper replication data☆80Updated 7 years ago
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆60Updated 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…☆68Updated 4 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆48Updated 4 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆76Updated 3 years ago
- CNN 1D vs 2D audio classification☆104Updated 6 years ago
- Tensorflow Implementation of Convolutional Recurrent Neural Networks for Music Genre Classification☆53Updated 8 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆73Updated last year
- Scene Classification using Audio in the nearby Environment.☆19Updated 6 years ago
- ☆98Updated 6 years ago
- It uses GMM to train a gender detector model. The testing has been done on subset of Google's AudioSet corpus.☆19Updated 8 years ago
- Collection of research papers on cough classification☆40Updated 5 years ago
- Using deep learning to predict the genre of a song.☆165Updated 6 years ago
- Environmental sound classification using Deep Learning with extracted features☆166Updated 5 years ago
- [REPO] Music Genre classification on GTZAN dataset using CNNs☆206Updated 2 years ago
- Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness pr…☆98Updated last week
- Deep Learning experiments for audio classification☆148Updated 8 years ago
- Urban sounds classification with Covnolutional Neural Networks☆37Updated 5 years ago
- keras project for audio deep learning☆40Updated 7 years ago
- Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a …☆252Updated 2 years ago
- COVID-19 Coughs files for training AI models☆41Updated 5 years ago
- Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch☆303Updated 4 years ago
- Source code of the TUCMI submission to BirdCLEF2017☆42Updated 8 years ago
- Project to learn about speech recognition - both Speaker Diarization and other Speech Recognition applications.☆50Updated 8 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆130Updated 4 years ago
- Classification of environmental sounds using first order statistics and GLCM (Gray-Level Co-Occurrence Matrix ) features of a spectrogram…☆24Updated 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☆102Updated last month
- A program for automatic speaker identification using deep learning techniques.☆84Updated 8 years ago