Exploration of Music Collections with Audio Embeddings
Tovstogan P. Universitat Pompeu Fabra, Barcelona, Spain, 2022
Conferences and workshops
Visualization of Deep Audio Embeddings for Music Exploration and Rediscovery
Tovstogan P., Serra X. and Bogdanov D. Sound and Music Computing Conference (SMC), Saint-Étienne, France, 2022
Similarity of Nearest-Neighbor Query Results in Deep Latent Spaces
Tovstogan P., Serra X. and Bogdanov D. Sound and Music Computing Conference (SMC), Saint-Étienne, France, 2022
MediaEval 2021: Emotion and Theme Recognition in Music using Jamendo
Tovstogan P., Bogdanov D., and Porter A. Working Notes Proceedings of the MediaEval 2021 Workshop, Online
MediaEval 2020: Emotion and Theme Recognition in Music using Jamendo
Bogdanov D., Porter A., Tovstogan P., and Won M. Working Notes Proceedings of the MediaEval 2021 Workshop, Online
Web Interface for Exploration of Latent and Tag Spaces in Music Auto-Tagging
Tovstogan P., Serra X., and Bogdanov D. Machine Learning for Media Discovery Workshop (ML4MD), International Conference on Machine Learning (ICML), Vienna, Austria, 2020
MediaEval 2019: Emotion and Theme Recognition in Music using Jamendo
Bogdanov D., Porter A., Tovstogan P., and Won M. Working Notes Proceedings of the MediaEval 2021 Workshop, Online
The MTG-Jamendo Dataset for Automatic Music Tagging
Bogdanov, D., Won M., Tovstogan P., Porter A., and Serra X. Machine Learning for Music Discovery Workshop (ML4MD), International Conference on Machine Learning (ICML), Long Beach, CA, United States, 2019
Da-TACOS: A Dataset for Cover Song Identification and Understanding
Yesiler F., Tralie C., Correya A., Silva D. F., Tovstogan P., Gómez E., and Serra X. In 20th International Society for Music Information Retrieval Conference (ISMIR), Delft, The Netherlands, 2019
Video Streaming Optimization Using Degradation Estimation with Unequal Error Protection
Tovstogan P., and Hsiao H. F. IEEE International Symposium on Circuits and Systems (ISCAS), Baltimore, MD, United States, 2017
Cross-Layer Unequal Error Protection for Video Streaming over Wireless Broadband Networks
Tovstogan P., Tseng K. J., and Hsiao H. F. Asia-Pacific Radio Science Conference (AP-RASC), Taipei, Taiwan, 2014
Master Theses
Exploring Music Similarity with AcousticBrainz
Tovstogan P. Universitat Pompeu Fabra, Barcelona, Spain, 2018
Optimization of Video Streaming Using Video Quality Estimation and LMRC Channel Coding
Tovstogan P. National Yang Ming Chiao Tung University, Hsinchu, Taiwan, 2015