Publications
- Yigitcan Özer and Meinard Müller
Source Separation of Piano Concertos with Test-Time Adaptation
In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2022. PDF Demo Presentation@inproceedings{OezerM22_PianoSepAdapt_ISMIR, author = {Yigitcan \"Ozer and Meinard M\"uller}, title = {Source Separation of Piano Concertos with Test-Time Adaptation}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})}, address = {Bengaluru, India}, year = {2022}, url-pdf = {2022_OezerM_PianoSepAdapt_ISMIR.pdf}, url-presentation = {2022_OezerM_PianoSepAdapt_ISMIR_poster.pdf}, url-demo = {https://www.audiolabs-erlangen.de/resources/MIR/2022-PianoSep} } - Yigitcan Özer, Matěj Ištvánek, Vlora Arifi-Müller, and Meinard Müller
Using Activation Functions for Improving Measure-Level Audio Synchronization
In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2022. PDF Presentation@inproceedings{OezerIAM22_MusicSync_ISMIR, author = {Yigitcan \"Ozer and Matěj Ištvánek and Vlora Arifi-M\"uller and Meinard M\"uller} title = {Using Activation Functions for Improving Measure-Level Audio Synchronization}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})}, address = {Bengaluru, India}, year = {2022}, url-pdf = {2022_OezerIAM_MusicSync_ISMIR.pdf}, url-presentation = {2022_OezerIAM_MusicSync_ISMIR_poster.pdf} } - Yigitcan Özer, Jonathan Hansen, Tim Zunner, and Meinard Müller
Investigating Nonnegative Autoencoders for Efficient Audio Decomposition
In Proceedings of the European Signal Processing Conference (EUSIPCO): 254–258, 2022. PDF Presentation@inproceedings{OezerHZM22_NAE_EUSIPCO, author = {Yigitcan \"Ozer and Jonathan Hansen and Tim Zunner and Meinard M\"uller}, title = {Investigating Nonnegative Autoencoders for Efficient Audio Decomposition}, booktitle = {Proceedings of the European Signal Processing Conference ({EUSIPCO})}, address = {Belgrade, Serbia}, year = {2022}, pages = {254--258}, url-presentation = {2022_OezerHZM_NAE_EUSIPCO_poster.pdf}, url-pdf = {https://ieeexplore.ieee.org/document/9909787} } - Yigitcan Özer, Michael Krause, and Meinard Müller
Using the Sync Toolbox for an Experiment on High-Resolution Music Alignment
In Demos and Late Breaking News of the International Society for Music Information Retrieval Conference (ISMIR), 2021. PDF Presentation@inproceedings{2021_OezerKM_SyncSpecFlux_ISMIR-LBD, author = {Yigitcan \"Ozer and Michael Krause and Meinard M\"uller}, title = {Using the Sync Toolbox for an Experiment on High-Resolution Music Alignment}, booktitle = {Demos and Late Breaking News of the International Society for Music Information Retrieval Conference ({ISMIR})}, address = {Online}, year = {2021}, url-pdf = {2021_OezerKM_SyncSpecFlux_ISMIR-LBD.pdf}, url-presentation = {2021_OezerKM_SyncSpecFlux_ISMIR-LBD_Poster.pdf} } - Meinard Müller, Yigitcan Özer, Michael Krause, Thomas Prätzlich, and Jonathan Driedger
Sync Toolbox: A Python Package for Efficient, Robust, and Accurate Music Synchronization
Journal of Open Source Software (JOSS), 6(64): 1–4, 2021. PDF Demo DOI@article{MuellerZ21_SyncToolbox_JOSS, author = {Meinard M{\"u}ller and Yigitcan {\"O}zer and Michael Krause and Thomas Pr{\"a}tzlich and Jonathan Driedger}, title = {{S}ync {T}oolbox: {A} {P}ython Package for Efficient, Robust, and Accurate Music Synchronization}, journal = {Journal of Open Source Software ({JOSS})}, volume = {6}, number = {64}, year = {2021}, pages = {3434:1--4}, doi = {10.21105/joss.03434}, url-pdf = {2021_MuellerOKPD_SyncToolbox_JOSS.pdf}, url-demo = {https://github.com/meinardmueller/synctoolbox} } - Prachi Govalkar, Ahmed Mustafa, Nicola Pia, Judith Bauer, Metehan Yurt, Yigitcan Özer, and Christian Dittmar
A Lightweight Neural TTS System for High-quality German Speech Synthesis
In Speech Communication; 14th ITG Conference: 1–5, 2021. PDF@inproceedings{2021_GovalkarMPBYOD_LightweightTTSGerman_ITG, author = {Prachi Govalkar and Ahmed Mustafa and Nicola Pia and Judith Bauer and Metehan Yurt and Yigitcan \"Ozer and Christian Dittmar}, booktitle = {Speech Communication; 14th ITG Conference}, title = {A Lightweight Neural TTS System for High-quality German Speech Synthesis}, year = {2021}, volume = {}, number = {}, pages = {1--5}, url-pdf = {https://ieeexplore.ieee.org/document/9657503} } - Patricio López-Serrano, Christian Dittmar, Yigitcan Özer, and Meinard Müller
NMF Toolbox: Music Processing Applications of Nonnegative Matrix Factorization
In Proceedings of the International Conference on Digital Audio Effects (DAFx), 2019. PDF Demo@inproceedings{LopezSerranoDOEM19_NMFToolbox_DAFx, author = {Patricio L\{'o}pez-Serrano and Christian Dittmar and Yigitcan \"Ozer and Meinard M\"uller}, booktitle = {Proceedings of the International Conference on Digital Audio Effects ({DAFx})}, title = {NMF Toolbox: Music Processing Applications of Nonnegative Matrix Factorization}, year = {2019}, month = {September}, address = {Birmingham, UK}, pages = {}, url-pdf = {2019_LopezSerranoDOM_NMF_DAFx.pdf}, url-demo = {https://www.audiolabs-erlangen.de/resources/MIR/NMFtoolbox} } - Haitian Zheng, Lu Fang, Mengqi Ji, Matti Strese, Yigitcan Özer, and Eckehard G. Steinbach
Deep Learning for Surface Material Classification Using Haptic and Visual Information
IEEE Transactions on Multimedia, 18(12): 2407–2416, 2016. DOI@article{DBLP:journals/tmm/ZhengFJSOS16, author = {Haitian Zheng and Lu Fang and Mengqi Ji and Matti Strese and Yigitcan \"Ozer and Eckehard G. Steinbach}, title = {Deep Learning for Surface Material Classification Using Haptic and Visual Information}, journal = {{IEEE} Transactions on Multimedia}, volume = {18}, number = {12}, pages = {2407--2416}, year = {2016}, url = {https://doi.org/10.1109/TMM.2016.2598140}, doi = {10.1109/TMM.2016.2598140}, biburl = {https://dblp.org/rec/journals/tmm/ZhengFJSOS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }