Sergey Pugachevskiy

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 9

Top Topics

Recurrent Neural Networks

Social Media Platforms

Unsupervised Learning

Top Venues

J. Mach. Learn. Res.

Publications

Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Sergey Pugachevskiy, Sandra Ottl, Björn W. Schuller
"Are You Playing a Shooter Again?!" Deep Representation Learning for Audio-Based Video Game Genre Recognition. IEEE Trans. Games 12 (2) (2020)
Shahin Arniriparian, Michael Freitag, Nicholas Cummins, Maurice Gerczuk, Sergey Pugachevskiy, Björn W. Schuller
A Fusion of Deep Convolutional Generative Adversarial Networks and Sequence to Sequence Autoencoders for Acoustic Scene Classification. EUSIPCO (2018)
Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Sergey Pugachevskiy, Björn W. Schuller
Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis. IJCNN (2018)
Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Simone Hantke, Jouni Pohjalainen, Gil Keren, Björn W. Schuller
CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms. ACII (2017)
Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Michael Freitag, Sergey Pugachevskiy, Alice Baird, Björn W. Schuller
Snore Sound Classification Using Image-Based Deep Spectrum Features. INTERSPEECH (2017)
Michael Freitag, Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Björn W. Schuller
auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks. CoRR (2017)
Alice Baird, Shahin Amiriparian, Nicholas Cummins, Alyssa M. Alcorn, Anton Batliner, Sergey Pugachevskiy, Michael Freitag, Maurice Gerczuk, Björn W. Schuller
Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results. INTERSPEECH (2017)
Michael Freitag, Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Björn W. Schuller
auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks. J. Mach. Learn. Res. 18 (2017)
Shahin Amiriparian, Jouni Pohjalainen, Erik Marchi, Sergey Pugachevskiy, Björn W. Schuller
Is Deception Emotional? An Emotion-Driven Predictive Approach. INTERSPEECH (2016)