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iooops's Projects

csoundforchromebook icon csoundforchromebook

A Chrome App for editing and playing Csound files, so Csound can be used on a Chromebook.

d2go icon d2go

D2Go is a toolkit for efficient deep learning

deep-improvisation icon deep-improvisation

Easy-to-use Deep LSTM Neural Network to generate song sounds like containing improvisation.

deepbach icon deepbach

code accompanying "DeepBach: a Steerable Model for Bach Chorales Generation" paper

deepconvsep icon deepconvsep

Deep Convolutional Neural Networks for Musical Source Separation

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deepspeech icon deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

hanlp icon hanlp

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

hwrt icon hwrt

A toolset for handwriting recognition

instrument-classification-of-irmas-dataset icon instrument-classification-of-irmas-dataset

- The purpose of this research is to compare and contrast the different algorithm’s results over the IRMAS dataset. The dataset contains 4 different instruments Electric Guitar, Acoustic Guitar, Violin and Trumpet. The features extraction process is performed using the Librosa library and numerous features were extracted such as tempo, beat frames, mfcc etc. Feature selection was done by dimension reduction techniques such as Principal Component Analysis and L1 based feature selection. The method used to classify the instruments were a series of five classification algorithms(KNN, Naive Bayes, Random Forest, Decision Tree, Bagging) using three different approaches which consists of K-folds, Hold out and Leave one out. The results were then compared and contrasted with respect to accuracy.

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