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asteroid

The PyTorch-based audio source separation toolkit for researchers || Pretrained models available

athena-signal

backbone

c-leraning-notes

cimnet

A pure C++ library for simulations on complex networks. It follow the standard of C++11.

dcase2020_task1_baseline

DCASE2020 Challenge Task 1 baseline system

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gender-recognition-by-voice

This project uses SVM Classifier to predict the gender by analysing the datasets of different voices. The classification was based upon acoustic properties of the voice and speech like mean frequency, standard deviation, spectral flatness, peak frequency. Accuracy achieved was 98.5%

gender-recognition-by-voice-val.-acc.-0.9908-

The Gender Recognition by Voice dataset from kaggle. The dataset consists of 3168 voice samples each of which has 20 different acoustic properties and the target variable is the 'gender' or the 'label'. I have done exhaustive EDA to analyze the data and the underlying trends. Also the outliers have been detected and removed for better performance. I have also done significant feature engineering by adding couple of new relevant features. Also I have normalized the data for better performance. Lastly I have used many classification algos. from the scikit to predict the 'gender' from the voice sample. For me SVM gives highest accuracy of about a little more than 99.1 %.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

icassp2019-tutorial

ICASSP2019 Tutorial: Detection and Classification of Acoustic Scenes and Events / Code examples

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

linux_start

linux_start exaple

neural-style

Neural style in TensorFlow! 🎨

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

python

All Algorithms implemented in Python

tensorflow

An Open Source Machine Learning Framework for Everyone

two-stage-ser

Repository for paper: Two-stage dimensional emotion recognition by fusing predictions of acoustic and text networks using SVM

u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

virtual-machines-scheduled-events-discover-endpoint-for-non-vnet-vm

Repository with sample usage of the Azure Scheduled Events Service in different languages

vision

Datasets, Transforms and Models specific to Computer Vision

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow