Sergey Pugachevskiy

University of Augsburg — Germany

Computer Science · Physical Sciences

9h-index570citations10works0.02yr avg
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Research Topics

Music and Audio Processing(8), Speech and Audio Processing(6), Music Technology and Sound Studies(4), Autism Spectrum Disorder Research(1), Psychopathy, Forensic Psychiatry, Sexual Offending(1)

Publications10 total

Audio-based Eating Analysis and Tracking Utilising Deep Spectrum Features
2019Open Access
“Are You Playing a Shooter Again?!” Deep Representation Learning for Audio-Based Video Game Genre Recognition
IEEE Transactions on Games·2019· 21 citedOpen Access
A Fusion of Deep Convolutional Generative Adversarial Networks and Sequence to Sequence Autoencoders for Acoustic Scene Classification
2018· 18 citedOpen Access
Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis
2018· 31 citedOpen Access
auDeep: Unsupervised Learning of Representations from Audio with Deep\n Recurrent Neural Networks
arXiv (Cornell University)·2017· 123 citedOpen Access
auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks
arXiv (Cornell University)·2017· 19 citedOpen Access
CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms
2017· 32 citedOpen Access
Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results
2017· 38 citedOpen Access
Snore Sound Classification Using Image-Based Deep Spectrum Features
2017· 267 citedOpen Access
Is Deception Emotional? An Emotion-Driven Predictive Approach
2016· 21 cited

Frequent Co-authors

Shahin Amiriparian(9), Björn W. Schuller(9), Nicholas Cummins(8), Maurice Gerczuk(6), Michael Freitag(5), Sandra Ottl(4), Alice Baird(2), Jouni Pohjalainen(2), Bj ̈orn W. Schuller(1), Alyssa M. Alcorn(1), Anton Batliner(1), Simone Hantke(1), Gil Keren(1), Erik Marchi(1), Shahin Arniriparian(1)