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animal-sound-classification-using-a-convolutional-neural-network

Proposed a system which classifies animal sound using a deep convolutional neural network. This repo contains animal sounds used in this work.

apple_m1_pro_python

A collection of ML scripts to test the M1 Pro MacBook Pro

arm-assembler-latex-listings

The [ARM] Assembler language definition for the latex listings package

audio-classification-using-cnn-mlp

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.

audio-spectrum-analyzer-in-python

A series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.

audio2spec

Scripts to convert audio files to spectrograms and back

awesome

:sunglasses: Curated list of awesome lists

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

binarynet_and_xnornet

Keras implementations of BinaryNet and XNORNet

bird-song-classification

Classify bird species based on their songs using SIamese Networks and 1D dilated convolutions.

bird-species-classification

Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.

bird_chriping_detection

birdbrain

Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their sounds.

birdcnn

A predictive model to identify four species of bird from their vocalisations. It is my contribution to a Hackster competition.

birdmlclassification

Use image recognition models to classify sounds of 20 different species of birds in the Aiguamolls de l'Empordà natural park in Catalonia, Spain.

birdnet-analyzer

BirdNET analyzer for scientific audio data processing.

birds

Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.88 AUC. Women in Machine Learning & Data Science project.

birdsong-recognition

Source codes for the manuscript “Automatic recognition of element classes and boundaries in the birdsong with variable sequences” by Takuya Koumura and Kazuo Okanoya.

birdvoxdetect

A pre-trained deep learning system for detecting bird flight calls in continuous recordings

blackaudio

Code for black audio book

book

Meta-data and Makefile needed to build the book. Main starting point.

bulbul_bird_detection_dcase2018

Thomas Grill's "bulbul" bird audio detection system, adapted for DCASE 2018

cmsis_nn-intq

INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target

cnp3

Computer Networking : Principles, Protocols and Practice (first and second edition, third edition is being written on https://github.com/cnp3/ebook)

codesnippetsforposterity

My Dream is that each one of these code snippets will become a blog post. So let's take this dream one snippet at a time :)

convnet-burden

Memory consumption and FLOP count estimates for convnets

convolutional-neural-network-from-scratch-python

Handwritten Digit Recognition Using Convolutional Neural Network by Python