Projects (professional or personal)
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Label Studio
Jan 2019 - Current(7 years 7 months)
Data Labeling Software for Machine Learning
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Testarium
Jun 2013 - Mar 2019(5 years 10 months)
Testarium is a research tool to perform experiments and store results as in the repository (git or mercurial). It implements scientific template of experiments and uses numpy, colorama, flask, d3, jquery-ui and angular to provide powerful shell and beautiful presentation of your experimental data and scores.
It can be helpful for science researchers and their bosses to monitor the work progress and to optimize parameters.
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WORMTUNE: Intelligent Music Platform
Mar 2012 - Mar 2013(1 year 1 month)
Data mining techniques for automatical indexing and retrieval of musical tracks
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Online speech processing service
May 2011 - Jan 2019(7 years 9 months)
- speech-to-text automatic transcription
- speaker identification & verification
- language recognition
- spoken dialogue system
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Loopseque
Jun 2010 - Jun 2012(2 years 1 month)
Loopseque is an incredibly simple app for creating music. With Loopseque making music is like playing a game. You can create beats, switch fast between patterns and arrange compositions. It’s easy and fun.
Publications
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Speech Enhancement for Speaker Recognition Using Deep Recurrent Neural Networks
Aug
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Application of l_1 Estimation of Gaussian Mixture Model Parameters for Language Identification
Speech and Computer Lecture Notes in Computer Science Volume pp
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Language Identification Using Time Delay Neural Network D-Vector on Short Utterances