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  • 📋 Previously worked on Music Information Retrieval, Natural Language Processing, Speech Recognition
  • 🔭 Currently working on Graph Learning and Network Science with a touch of Theory
  • 🎸 Playing Guitar and MIDI Keyboard SoundCloud Badge

Soroush Omranpour's Projects

arre icon arre

A tool to ARRE unwanted packets!

deepmusic icon deepmusic

A python package for high level musical data manipulation and preprocessing, making data ready to be fed to a neural network.

erfbot icon erfbot

This is a simple project to train a chatbot and deploy it on telegram.

midi-bert icon midi-bert

This is the official repository for the paper, MidiBERT-Piano: Large-scale Pre-training for Symbolic Music Understanding.

midi-transformer icon midi-transformer

Another implementation of the paper "Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs" in pytorch.

mlp-numpy icon mlp-numpy

A simple modular implementation of Multi Layer Perceptron in pure Numpy.

msg icon msg

Multi-head Solo Generator

music-generation icon music-generation

A toolkit for symbolic music generation in PyTorch (using transformers and rnn)

shirin-sokhan icon shirin-sokhan

A Persian Poet Transformer! (finetuned GPT2 on Ganjoor data)

social-phi icon social-phi

a python package to calculate temporal integrated information of a Github repository as a group metric for contributions

taremi icon taremi

Teacher Assistance Resource Evaluation and Management Interface

transformer-tts icon transformer-tts

a PyTorch implementation of the transformer-based text-to-speech model.

word-recognition-dtw icon word-recognition-dtw

This is a minimal code part of my assignment for the graduate course Speech Recognition

x-vae-keras icon x-vae-keras

simple implementations of different kinds of VAE in tf.keras

zaryab icon zaryab

A simple Synthesizer/Loop written with pyo and pynput

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