Publications
Grouped by type, newest first. Click bib under any entry for its BibTeX. For the complete record see my Google Scholar and ORCID profiles.
Books & Edited Volumes
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Martin Pfleiderer, Klaus Frieler, Jakob Abeßer, Wolf-Georg Zaddach & Benjamin Burkhart (eds.). Inside the Jazzomat - New Perspectives for Jazz Research. Schott Campus, 2017. link
@Book{Pfleiderer:2017:BOOK, title = {Inside the Jazzomat - New Perspectives for Jazz Research}, year = {2017}, editor = {Martin Pfleiderer and Klaus Frieler and Jakob Abe{\ss}er and Wolf-Georg Zaddach and Benjamin Burkhart}, publisher = {Schott Campus}, url = {https://schott-campus.com/jazzomat/} } -
Christian Dittmar, Jakob Abeßer & Meinard Müller (eds.). Proceedings of the AES International Conference on Semantic Audio. 2017.
@Proceedings{Abesser:2017:AES_PROC, title = {Proceedings of the AES International Conference on Semantic Audio}, year = {2017}, editor = {Dittmar, Christian and Abe{\ss}er, Jakob and M{\"u}ller, Meinard}, eventdate = {June 22-24}, venue = {Erlangen, Germany} }
Book Chapters
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Milica Gerhardt, Luca Cuccovillo, Patrick Aichroth & Jakob Abeßer. Audio-Based Tools for Decontextualisation Detection. Countering Disinformation in the Era of Generative AI, pp. 317–341, 2026. doi
@InBook{Gerhardt_2026_Decontextualization_CHAP, author = {Gerhardt, Milica and Cuccovillo, Luca and Aichroth, Patrick and Abe{\ss}er, Jakob}, title = {Audio-Based Tools for Decontextualisation Detection}, booktitle = {Countering Disinformation in the Era of Generative AI}, year = {2026}, editor = {Papadopoulos, Symeon and Bontcheva, Kalina and Mezaris, Vasileios and Rogers, Richard}, publisher = {Springer Nature Switzerland}, pages = {317--341}, doi = {10.1007/978-3-032-11782-3_11}, address = {Cham} } -
Jakob Abeßer. Automatic String Detection for Bass Guitar and Electric Guitar. From Sounds to Music and Emotions, 7900:333–352, 2012.
@InCollection{Abesser:2012:CMMR, title = {Automatic String Detection for Bass Guitar and Electric Guitar}, pages = {333--352}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, year = {2012}, author = {Abe{\ss}er, Jakob}, editor = {Aramaki, Mitsuko and Barthet, Mathieu and Kronland-Martinet, Richard and Ystad, S{\o}lvi}, volume = {7900}, address = {London, UK}, booktitle = {From Sounds to Music and Emotions} } -
Christian Dittmar, Estefanía Cano, Jakob Abeßer & Sascha Grollmisch. Music Information Retrieval Meets Music Education. Multimodal Music Processing, 3:95–120, 2012. doi
@InCollection{Dittmar:2012:MMP, author = {Christian Dittmar and Estefan{\'i}a Cano and Jakob Abe{\ss}er and Sascha Grollmisch}, title = {{Music Information Retrieval Meets Music Education}}, booktitle = {Multimodal Music Processing}, publisher = {Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik}, year = {2012}, editor = {Meinard M{\"u}ller and Masataka Goto and Markus Schedl}, volume = {3}, series = {Dagstuhl Follow-Ups}, pages = {95--120}, address = {Dagstuhl, Germany}, annote = {Keywords: Music learning, music transcription, source separation, performance feedback}, doi = {http://dx.doi.org/10.4230/DFU.Vol3.11041.95}, isbn = {978-3-939897-37-8}, issn = {1868-8977}, url = {http://drops.dagstuhl.de/opus/volltexte/2012/3468}, urn = {urn:nbn:de:0030-drops-34689} } -
Karlheinz Brandenburg, Christian Dittmar, Matthias Gruhne, Jakob Abeßer, Hanna Lukashevich, Peter Dunker, Daniel Gärtner, Kay Wolter, Stefanie Nowak & Holger Großmann. Music search and recommendation. Handbook of multimedia for digital entertainment and arts, pp. 349–384, 2009.
@InCollection{Brandenburg:2009:BOOK, booktitle = {Handbook of multimedia for digital entertainment and arts}, pages = {349--384}, title = {Music search and recommendation}, publisher = {Springer}, year = {2009}, author = {Brandenburg, Karlheinz and Dittmar, Christian and Gruhne, Matthias and Abe{\ss}er, Jakob and Lukashevich, Hanna and Dunker, Peter and G{\"a}rtner, Daniel and Wolter, Kay and Nowak, Stefanie and Gro{\ss}mann, Holger}, editor = {Borko Furth} }
Theses
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Jakob Abeßer. Automatic Transcription of Bass Guitar Tracks applied for Music Genre Classification and Sound Synthesis. PhD thesis, Technische Universität Ilmenau, 2014.
@PhdThesis{Abesser:2014:PHD, author = {Jakob Abe{\ss}er}, title = {Automatic Transcription of Bass Guitar Tracks applied for Music Genre Classification and Sound Synthesis}, school = {Technische Universit{\"a}t Ilmenau}, year = {2014} }
Journal Articles
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Jakob Abeßer, Hanna Lukashevich, Sebastian Ziegler & Joachim Bös. Fortschritte in der automatischen Erkennung von Vogelstimmen. Akustik Journal, 2025.
@Article{Abesser_2025_Vogelstimmen_AJ, author = {Jakob Abe{\ss}er and Hanna Lukashevich and Sebastian Ziegler and Joachim B{\"o}s}, title = {Fortschritte in der automatischen {E}rkennung von {V}ogelstimmen}, journaltitle = {Akustik Journal}, year = {2025}, issue = {3}, journal = {Akustik Journal} } -
Jakob Abeßer, Zhiwei Liang & Bernhard Seeber. Sound Recurrence Analysis for Acoustic Scene Classification. EURASIP Journal on Audio, Speech, and Music Processing, 2025.
@Article{Abesser_2025_JASMP, author = {Jakob Abe{\ss}er and Zhiwei Liang and Bernhard Seeber}, title = {Sound Recurrence Analysis for Acoustic Scene Classification}, journaltitle = {EURASIP Journal on Audio, Speech, and Music Processing}, year = {2025}, journal = {EURASIP Journal on Audio, Speech, and Music Processing} } -
Jakob Abeßer, Sascha Grollmisch & Meinard Müller. How Robust are Audio Embeddings for Polyphonic Sound Event Tagging?. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 31:2658-2667, 2023. doi
@Article{Abesser_2023_Embeddings_TASLP, author = {Abe{\ss}er, Jakob and Grollmisch, Sascha and M{\"u}ller, Meinard}, title = {How Robust are Audio Embeddings for Polyphonic Sound Event Tagging?}, journaltitle = {{IEEE/ACM} Transactions on Audio, Speech, and Language Processing}, year = {2023}, volume = {31}, pages = {2658-2667}, doi = {10.1109/TASLP.2023.3293032}, journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing} } -
Jakob Abeßer, Asad Ullah, Sebastian Ziegler & Sascha Grollmisch. Human and Machine Performance in Counting Sound Classes in Single-Channel Soundscapes. Journal of the Audio Engineering Society (AES), 71(12):860–872, 2023. link
@Article{Abesser_2023_SoundPolyphony_JAES, author = {Jakob Abe{\ss}er and Asad Ullah and Sebastian Ziegler and Sascha Grollmisch}, title = {Human and Machine Performance in Counting Sound Classes in Single-Channel Soundscapes}, journaltitle = {Journal of the Audio Engineering Society ({AES})}, year = {2023}, volume = {71}, number = {12}, pages = {860--872}, url = {https://www.aes.org/e-lib/browse.cfm?elib=22348}, journal = {Journal of the Audio Engineering Society ({AES})} } -
Stefan Balke, Julian Reck, Christof Weiß, Jakob Abeßer & Meinard Müller. JSD: A Dataset for Structure Analysis in Jazz Music. Transactions of the International Society for Music Information Retrieval (TISMIR), 5(1):156–172, 2022. doi
@Article{Balke_2022_TISMIR, author = {Stefan Balke and Julian Reck and Christof Wei{\ss} and Jakob Abe{\ss}er and Meinard M{\"u}ller}, title = {{JSD}: A Dataset for Structure Analysis in Jazz Music}, journaltitle = {Transactions of the International Society for Music Information Retrieval ({TISMIR})}, year = {2022}, volume = {5}, number = {1}, pages = {156–172}, doi = {http://doi.org/10.5334/tismir.131}, journal = {Transactions of the International Society for Music Information Retrieval ({TISMIR})} } -
Michael Taenzer, Stylianos I. Mimilakis & Jakob Abeßer. Informing Piano Multi-Pitch Estimation with Inferred Local Polyphony Based on Convolutional Neural Networks. Electronics, 10(7), 2021. doi
@Article{Taenzer:2021:ELECTRONICS, author = {Taenzer, Michael and Mimilakis, Stylianos I. and Abe{\ss}er, Jakob}, title = {Informing Piano Multi-Pitch Estimation with Inferred Local Polyphony Based on Convolutional Neural Networks}, year = {2021}, volume = {10}, number = {7}, issn = {2079-9292}, doi = {10.3390/electronics10070851}, url = {https://www.mdpi.com/2079-9292/10/7/851}, article-number = {851}, journal = {Electronics} } -
Jakob Abeßer & Meinard Müller. Jazz Bass Transcription Using a U-Net Architecture. Electronics, 10(6), 2021. doi
@Article{Abesser:2021:ELECTRONICS, author = {Abe{\ss}er, Jakob and M{\"u}ller, Meinard}, title = {Jazz Bass Transcription Using a {U}-{N}et Architecture}, year = {2021}, volume = {10}, number = {6}, issn = {2079-9292}, doi = {10.3390/electronics10060670}, url = {https://www.mdpi.com/2079-9292/10/6/670}, article-number = {670}, journal = {Electronics} } -
Jakob Abeßer. A Review of Deep Learning Based Methods for Acoustic Scene Classification. Applied Sciences, 10(6), 2020. doi
@Article{Abesser:2020:AS, author = {Abe{\ss}er, Jakob}, title = {A Review of Deep Learning Based Methods for Acoustic Scene Classification}, year = {2020}, volume = {10}, number = {6}, issn = {2076-3417}, doi = {10.3390/app10062020}, url = {https://www.mdpi.com/2076-3417/10/6/2020}, article-number = {2020}, journal = {Applied Sciences} } -
Tobias Clauß & Jakob Abeßer. Identifikation urbaner Geräuschquellen mittels maschineller Lernverfahren. Lärmbekämpfung, 2020.
@Article{Clauss:2020:VDI, author = {Tobias Clau{\ss} and Jakob Abe{\ss}er}, title = {Identifikation urbaner {G}er{\"a}uschquellen mittels maschineller {L}ernverfahren}, year = {2020}, number = {3}, journal = {L{\"a}rmbek{\"a}mpfung} } -
Jakob Abeßer & Sara Kepplinger. Smart Solutions to Cope with Urban Noise Pollution. ERCIM, 2019.
@Article{Abesser:2019:ERCIM, author = {Jakob Abe{\ss}er and Sara Kepplinger}, title = {Smart Solutions to Cope with Urban Noise Pollution}, journal = {ERCIM}, year = {2019} } -
Stefan Balke, Christian Dittmar, Jakob Abeßer, Klaus Frieler, Martin Pfleiderer & Meinard Müller. Bridging the Gap: Enriching YouTube Videos with Jazz Music Annotations. Frontiers in Digital Humanities, 5:1, 2018. doi
@Article{Balke:2018:Frontiers, author = {Balke, Stefan and Dittmar, Christian and Abe{\ss}er, Jakob and Frieler, Klaus and Pfleiderer, Martin and M{\"u}ller, Meinard}, title = {Bridging the Gap: Enriching {Y}ou{T}ube Videos with Jazz Music Annotations}, year = {2018}, volume = {5}, pages = {1}, issn = {2297-2668}, doi = {10.3389/fdigh.2018.00001}, url = {https://www.frontiersin.org/article/10.3389/fdigh.2018.00001}, journal = {Frontiers in Digital Humanities} } -
Klaus Frieler, Martin Pfleiderer, Jakob Abeßer & Wolf-Georg Zaddach.. Chasing the Difference. Computer-aided Comparison of Improvisation in Post-bop, Hard bop, and Bebop.. Jazzforschung / Jazz Research, 46:249-274, 2017.
@Article{Frieler:2016:JF, author = {Klaus Frieler and Martin Pfleiderer and Jakob Abe{\ss}er and Wolf-Georg Zaddach.}, title = {Chasing the Difference. {C}omputer-aided Comparison of Improvisation in Post-bop, Hard bop, and Bebop.}, year = {2017}, volume = {46}, pages = {249-274}, journal = {Jazzforschung / Jazz Research} } -
Jakob Abeßer & Gerald Schuller. Instrument-Centered Music Transcription of Solo Bass Guitar Recordings. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25(9):1741-1750, 2017. doi
@Article{Abesser_2017_IEEE_b, author = {Jakob Abe{\ss}er and Gerald Schuller}, title = {Instrument-Centered Music Transcription of Solo Bass Guitar Recordings}, journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing}, year = {2017}, volume = {25}, number = {9}, pages = {1741-1750}, month = {Sep.}, doi = {10.1109/TASLP.2017.2702384}, issn = {2329-9290} } -
Jakob Abeßer, Klaus Frieler, Estefanía Cano, Martin Pfleiderer & Wolf-Georg Zaddach. Score-Informed Analysis of Tuning, Intonation, Pitch Modulation, and Dynamics in Jazz Solos. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25(1):168-177, 2017. doi
@Article{Abesser:2017:IEEE, author = {Jakob Abe{\ss}er and Klaus Frieler and Estefan{\'i}a Cano and Martin Pfleiderer and Wolf-Georg Zaddach}, title = {Score-Informed Analysis of Tuning, Intonation, Pitch Modulation, and Dynamics in Jazz Solos}, journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing}, year = {2017}, volume = {25}, number = {1}, pages = {168-177}, month = {Jan}, doi = {10.1109/TASLP.2016.2627186}, issn = {2329-9290} } -
Klaus Frieler, Martin Pfleiderer, Jakob Abeßer & Wolf-Georg Zaddach.. Midlevel analysis of monophonic jazz solos. A new approach to the study of improvisation. Musicae Scientiae, 20(2):143–162, 2016. link
@Article{Frieler:2016:MS, author = {Klaus Frieler and Martin Pfleiderer and Jakob Abe{\ss}er and Wolf-Georg Zaddach.}, title = {Midlevel analysis of monophonic jazz solos. {A} new approach to the study of improvisation}, year = {2016}, volume = {20}, number = {2}, pages = {143--162}, url = {https://doi.org/10.1177/1029864916636440}, journal = {Musicae Scientiae} } -
Jakob Abeßer, Hanna Lukashevich & Paul Bräuer. Classification of Music Genres based on Repetitive Basslines. Journal of New Music Research, 41(3):239–257, 2012. doi
@Article{Abesser:2012:JNMR, author = {Abe{\ss}er, Jakob and Lukashevich, Hanna and Br{\"a}uer, Paul}, title = {{Classification of Music Genres based on Repetitive Basslines}}, year = {2012}, volume = {41}, number = {3}, pages = {239--257}, doi = {https://doi.org/10.1007/978-3-642-41248-6_18}, journal = {Journal of New Music Research} }
Conference Papers
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Marcello Lussana & Jakob Abeßer. Sentire: Wie die Sonifikation von Nähe und Berührung: Wie die Sonifikation von Nähe und Berührung Körperwahrnehmung fördern kann.Körperwahrnehmung fördern kann.. Late Poster at the 52. Jahrestagung für Akustik (DAGA), 2026.
@InProceedings{Lussana_2026_DAGA, author = {Marcello Lussana and Jakob Abe{\ss}er}, title = {Sentire: Wie die Sonifikation von Nähe und Berührung: Wie die Sonifikation von Nähe und Berührung Körperwahrnehmung fördern kann.Körperwahrnehmung fördern kann.}, booktitle = {Late Poster at the 52. Jahrestagung für Akustik (DAGA)}, year = {2026} } -
Dilip Harish & Jakob Abeßer. A Three-Level Evaluation Protocoll for Acoustic Scene Understanding of Large Language Audio Models. Proceedings of the DCASE2025 Workshop, 2025.
@InProceedings{Harish_DCASE_2025, author = {Dilip Harish and Jakob Abe{\ss}er}, title = {A Three-Level Evaluation Protocoll for Acoustic Scene Understanding of Large Language Audio Models}, booktitle = {Proceedings of the {DCASE2025} Workshop}, year = {2025}, address = {Barcelona, Spain} } -
Yuxuan He, Alexander Raake & Jakob Abeßer. Enhancing Multiscale Features for Efficient Acoustic Scene Classification with One-Dimensional Separate CNN. Proceedings of the DCASE2025 Workshop, 2025.
@InProceedings{He_DCASE_2025, author = {Yuxuan He and Alexander Raake and Jakob Abe{\ss}er}, title = {Enhancing Multiscale Features for Efficient Acoustic Scene Classification with One-Dimensional Separate {CNN}}, booktitle = {Proceedings of the {DCASE2025} Workshop}, year = {2025}, address = {Barcelona, Spain} } -
Yuxuan He, Alireza Molla Ali Hosseini, Jakob Abeßer, Lina Jaurigue, Alexander Raake & Kathy Lüdge. From CNN to Reservoir Computing: A New Perspective on Acoustic Scene Classification. Proceedings of the AES International Conference on Artificial Intelligence and Machine Learning for Audio (AIMLA), 2025.
@InProceedings{He_2025_AES, author = {Yuxuan He and Alireza Molla Ali Hosseini and Jakob Abe{\ss}er and Lina Jaurigue and Alexander Raake and Kathy L{\"u}dge}, title = {From {CNN} to Reservoir Computing: A New Perspective on Acoustic Scene Classification}, booktitle = {Proceedings of the {AES} International Conference on Artificial Intelligence and Machine Learning for Audio ({AIMLA})}, year = {2025} } -
Ravi Kumar, Sascha Grollmisch & Jakob Abeßer. Improvement and Cross Domain Evaluation of Slow-Fast-Networks. Proceedings of the AES International Conference on Artificial Intelligence and Machine Learning for Audio (AIMLA), 2025.
@InProceedings{Kumar_2025_AES, author = {Ravi Kumar and Sascha Grollmisch and Jakob Abe{\ss}er}, title = {Improvement and Cross Domain Evaluation of Slow-Fast-Networks}, booktitle = {Proceedings of the {AES} International Conference on Artificial Intelligence and Machine Learning for Audio ({AIMLA})}, year = {2025} } -
Yuxuan He, Alexander Raake & Jakob Abeßer. Integrating Multiscale Representation And Re-Evaluating Channel Shuffling In Efficient Time-Frequency Separate Networks For Acoustic Scene Classification. Proceedings of the DAS/DAGA 2025 - 51st Annual Meeting on Acoustics, 2025.
@InProceedings{He_2025_DAGA, author = {Yuxuan He and Alexander Raake and Jakob Abe{\ss}er}, title = {Integrating Multiscale Representation And Re-Evaluating Channel Shuffling In Efficient Time-Frequency Separate Networks For Acoustic Scene Classification}, booktitle = {Proceedings of the DAS/DAGA 2025 - 51st Annual Meeting on Acoustics}, year = {2025} } -
Claudia Lenk, Yuxuan He, Alireza Hosseini, Fang Zheng, Aayushmi Mukherjee, Jakob Abeßer, Lina Jaurigue, Kathy Lüdge, Alexander Raake, Tzvetan Ivanov, Iko Pieper, Paul Fritzsche, Jan Küller, Daniel Beer, Stefan Schöneich, Manuela Nowotny, Sebastian Uziel, Tino Hutschenreuther & Martin Ziegler. NeuroSensEar: Neuromorphic Acoustic Sensing for the High-Performance Hearing Aids of Tomorrow. Proceedings of the DAS/DAGA 2025 - 51st Annual Meeting on Acoustics, 2025.
@InProceedings{Lenk_2025_DAGA, author = {Claudia Lenk and Yuxuan He and Alireza Hosseini and Fang Zheng and Aayushmi Mukherjee and Jakob Abe{\ss}er and Lina Jaurigue and Kathy L{\"u}dge and Alexander Raake and Tzvetan Ivanov and Iko Pieper and Paul Fritzsche and Jan K{\"u}ller and Daniel Beer and Stefan Sch{\"o}neich and Manuela Nowotny and Sebastian Uziel and Tino Hutschenreuther and Martin Ziegler}, title = {{NeuroSensEar}: Neuromorphic Acoustic Sensing for the High-Performance Hearing Aids of Tomorrow}, booktitle = {Proceedings of the DAS/DAGA 2025 - 51st Annual Meeting on Acoustics}, year = {2025} } -
Sascha Grollmisch, Ravi Kumar & Jakob Abeßer. Semi-supervised Learning for Acoustic Scene Classification using FixMatch. Proceedings of the 51st Annual Meeting on Acoustics (DAS/DAGA), 2025.
@InProceedings{Grollmisch_2025_DAGA, author = {Sascha Grollmisch and Ravi Kumar and Jakob Abe{\ss}er}, title = {Semi-supervised Learning for Acoustic Scene Classification using FixMatch}, booktitle = {Proceedings of the 51st Annual Meeting on Acoustics ({DAS/DAGA})}, year = {2025} } -
Jakob Abeßer, Sascha Grollmisch & Joachim Bös. Aktuelle Forschungsschwerpunkte in der akustischen Ereignisdetektion. Proceedings of the 50. Jahrestagung für Akustik (DAGA), 2024.
@InProceedings{Abesser_2024_DAGA, author = {Jakob Abe{\ss}er and Sascha Grollmisch and Joachim B{\"o}s}, title = {Aktuelle Forschungsschwerpunkte in der akustischen Ereignisdetektion}, booktitle = {Proceedings of the 50. Jahrestagung f{\"u}r Akustik (DAGA)}, year = {2024} } -
Sascha Grollmisch, Jakob Abeßer & Joachim Bös. Selbstüberwachtes Vortraining zur Verbesserung automatischer Audioklassifikationsalgorithmen. Proceedings of the 50. Jahrestagung für Akustik (DAGA), 2024.
@InProceedings{Grollmisch_2024_DAGA, author = {Sascha Grollmisch and Jakob Abe{\ss}er and Joachim B{\"o}s}, title = {Selbst{\"u}berwachtes Vortraining zur Verbesserung automatischer Audioklassifikationsalgorithmen}, booktitle = {Proceedings of the 50. Jahrestagung f{\"u}r Akustik (DAGA)}, year = {2024} } -
Juan Manuel Rodríguez Mejía, Jakob Abeßer, Luca Cuccovillo & Patrick Aichroth. Siren Sounds as Acoustic Landmarks for Content Verification. Proceedings of the 50. Jahrestagung für Akustik (DAGA), 2024.
@InProceedings{Meija_2024_DAGA, author = {Juan Manuel Rodr{\'i}guez Mej{\'i}a and Jakob Abe{\ss}er and Luca Cuccovillo and Patrick Aichroth}, title = {Siren Sounds as Acoustic Landmarks for Content Verification}, booktitle = {Proceedings of the 50. Jahrestagung f{\"u}r Akustik (DAGA)}, year = {2024} } -
Amir Latifi Bidarouni & Jakob Abeßer. Towards Domain Shift in Location-Mismatch Scenarios for Bird Activity Detection. Proceedings of the European Signal Processing Conference (EUSIPCO), 2024.
@InProceedings{Bidarouni_2024_EUSIPCO, author = {Amir Latifi Bidarouni and Jakob Abe{\ss}er}, title = {Towards Domain Shift in Location-Mismatch Scenarios for Bird Activity Detection}, booktitle = {Proceedings of the European Signal Processing Conference (EUSIPCO)}, year = {2024}, address = {Lyon, France} } -
Pitchapa Ngamthipwatthana, András Kátai, Marco Götze & Jakob Abeßer. Towards Measuring and Forecasting Noise Exposure at the VELTINS-Arena in Gelsenkirchen, Germany. Proceedings of the 5th IEEE International Symposium on the Internet of Sounds, 2024.
@InProceedings{Ngamthipwatthana_2024_I2S, author = {Pitchapa Ngamthipwatthana and Marco G{\"o}tze, Andr{\'a}s K{\'a}tai, and Jakob Abe{\ss}er,}, title = {{Towards Measuring and Forecasting Noise Exposure at the VELTINS-Arena in Gelsenkirchen, Germany}}, booktitle = {Proceedings of the 5th IEEE International Symposium on the Internet of Sounds}, year = {2024}, address = {Erlangen, Germany} } -
Konstantinos Apostolidis, Jakob Abeßer, Luca Cuccovillo & Vasileios Mezaris. Visual and audio scene classification for detecting discrepancies in video: a baseline method and experimental protocol. Proceedings of the ACM International Workshop on Multimedia AI against Disinformation (MAD), 2024.
@InProceedings{Apostolidis_2024_MAD, author = {Konstantinos Apostolidis and Jakob Abe{\ss}er and Luca Cuccovillo and Vasileios Mezaris}, title = {Visual and audio scene classification for detecting discrepancies in video: a baseline method and experimental protocol}, booktitle = {Proceedings of the ACM International Workshop on Multimedia AI against Disinformation (MAD)}, year = {2024}, address = {Thessaloniki, Greece} } -
Franca Bittner & Jakob Abeßer. An Introduction to Unsupervised Domain Adaptation in Sound and Music Processing. Proceedings of the 49. Jahrestagung für Akustik (DAGA), 2023.
@InProceedings{Bittner:2023:DAGA, author = {Franca Bittner and Jakob Abe{\ss}er}, title = {An Introduction to Unsupervised Domain Adaptation in Sound and Music Processing}, booktitle = {Proceedings of the 49. Jahrestagung f{\"u}r Akustik (DAGA)}, year = {2023} } -
Hanna Lukashevich, Sascha Grollmisch, Jakob Abeßer, Sebastian Stober & Joachim Bös. How reliable are posterior class probabilties in automatic music classification?. Proceedings of the Audio Mostly conference, 2023.
@InProceedings{Lukashevich_2023_AM, author = {Hanna Lukashevich and Sascha Grollmisch and Jakob Abe{\ss}er and Sebastian Stober and Joachim B{\"o}s}, title = {How reliable are posterior class probabilties in automatic music classification?}, booktitle = {Proceedings of the Audio Mostly conference}, year = {2023}, location = {Edinburgh, Scotland} } -
Hanna Lukashevich, Sascha Grollmisch & Jakob Abeßer. Quantifying Uncertainty in Music Genre Classification. Proceedings of the 49. Jahrestagung für Akustik (DAGA), 2023.
@InProceedings{Lukashevich:2023:DAGA, author = {Hanna Lukashevich and Sascha Grollmisch and Jakob Abe{\ss}er}, title = {Quantifying Uncertainty in Music Genre Classification}, booktitle = {Proceedings of the 49. Jahrestagung f{\"u}r Akustik (DAGA)}, year = {2023} } -
Hanna Lukashevich, Sascha Grollmisch & Jakob Abeßer. Temperature scaling for reliable uncertainty estimation: Application to automatic music genre classification. Proceedings of the Uncertainty meets Explainability Workshop at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2023.
@InProceedings{Lukashevich_2023_ECMLPKDD, author = {Hanna Lukashevich and Sascha Grollmisch and Jakob Abe{\ss}er}, title = {Temperature scaling for reliable uncertainty estimation: Application to automatic music genre classification}, booktitle = {Proceedings of the Uncertainty meets Explainability Workshop at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)}, year = {2023}, location = {Torino, Italy} } -
Sascha Grollmisch, Estefanía Cano, Hanna Lukashevich & Jakob Abeßer. Uncertainty in Semi-supervised Audio Classification - A Novel Extension for FixMatch. Proceedings of the European Signal Processing Conference (EUSIPCO), 2023.
@InProceedings{Grollmisch_2023_UncertaintySemiSupervised_EUSIPCO, author = {Sascha Grollmisch and Estefan{\'i}a Cano and Hanna Lukashevich and Jakob Abe{\ss}er}, title = {Uncertainty in Semi-supervised Audio Classification - A Novel Extension for FixMatch}, booktitle = {Proceedings of the European Signal Processing Conference (EUSIPCO)}, year = {2023}, address = {Helsinki, Finland} } -
Amir Latifi Bidarouni & Jakob Abeßer. Unsupervised Feature-Space Domain Adaptation applied for Audio Classification. Proceedings of the 4th International Symposium on the Internet of Sounds, 2023.
@InProceedings{Bidarouni_2023_I2S, author = {Amir Latifi Bidarouni and Jakob Abe{\ss}er}, title = {Unsupervised Feature-Space Domain Adaptation applied for Audio Classification}, booktitle = {Proceedings of the 4th International Symposium on the Internet of Sounds}, year = {2023} } -
Jakob Abeßer, Xiaoyi Wang, Svenja Bänsch, Christoph Scherber & Hanna Lukashevich. Analyzing Bird and Bat Activity in Agricultural Environments using AI-driven Audio Monitoring. in Proceedings of the 48. Jahrestagung für Akustik (DAGA), 2022.
@InProceedings{Abesser:2022:DAGA_1, author = {Jakob Abe{\ss}er and Xiaoyi Wang and Svenja Bänsch and Christoph Scherber and Hanna Lukashevich}, title = {Analyzing Bird and Bat Activity in Agricultural Environments using AI-driven Audio Monitoring}, booktitle = {in Proceedings of the 48. Jahrestagung für Akustik (DAGA)}, year = {2022} } -
Sascha Grollmisch, Estefanía Cano & Jakob Abeßer. Audio Augmentations for Semi-Supervised Learning with Fixmatch. Late-Breaking Demo of the International Society for Music Information Retrieval Conference (ISMIR), 2022.
@InProceedings{Grollmisch:2022:ISMIR, author = {Sascha Grollmisch and Estefan{\'i}a Cano and Jakob Abe{\ss}er}, title = {Audio Augmentations for Semi-Supervised Learning with Fixmatch}, booktitle = {Late-Breaking Demo of the International Society for Music Information Retrieval Conference (ISMIR)}, year = {2022} } -
Jakob Abeßer. Classifying Sounds in Polyphonic Urban Sound Scenes. Proceedings of the 152nd AES Convention, 2022.
@InProceedings{Abesser_2022_UrbanSounds_AES, author = {Jakob Abe{\ss}er}, title = {Classifying Sounds in Polyphonic Urban Sound Scenes}, booktitle = {Proceedings of the 152nd AES Convention}, year = {2022} } -
Jakob Abeßer, Alexander Loos & Prachi Sharma. Construction-sAIt: Multi-modal AI-driven technologies for construction site monitoring. Proceedings of the 48. Jahrestagung für Akustik (DAGA), 2022.
@InProceedings{Abesser:2022:DAGA_2, author = {Jakob Abe{\ss}er and Alexander Loos and Prachi Sharma}, title = {Construction-sAIt: Multi-modal AI-driven technologies for construction site monitoring}, booktitle = {Proceedings of the 48. Jahrestagung für Akustik (DAGA)}, year = {2022} } -
Sebastian Ribecky, Hanna Lukashevich & Jakob Abeßer. Multi-Input Architecture and Disentangled Representation Learning for Multi-Dimensional Modeling of Music Similarity. Proceedings of the 152nd AES Convention, 2022.
@InProceedings{RibeckyLA_2022_DisentanglementSimilarity_AES, author = {Sebastian Ribecky and Hanna Lukashevich and Jakob Abe{\ss}er}, title = {Multi-Input Architecture and Disentangled Representation Learning for Multi-Dimensional Modeling of Music Similarity}, booktitle = {Proceedings of the 152nd AES Convention}, year = {2022} } -
Saichand Gourishetti, Sascha Grollmisch, Jakob Abeßer & Judith Liebetrau. Potentials and Challenges of AI-based Audio Analysis in Industrial Sound Analysis. in Proceedings of the 48. Jahrestagung für Akustik (DAGA), 2022.
@InProceedings{Gourishetti:2022:DAGA, author = {Gourishetti, Saichand and Grollmisch, Sascha and Abe{\ss}er, Jakob and Liebetrau, Judith}, title = {Potentials and Challenges of AI-based Audio Analysis in Industrial Sound Analysis}, booktitle = {in Proceedings of the 48. Jahrestagung für Akustik (DAGA)}, year = {2022} } -
Christon Ragavan Nadar, Michael Taenzer & Jakob Abeßer. Towards Interpreting and Improving the Latent Space for Musical Chord Recognition. Proceeding of the International Computer Music Conference (ICMC), 2022.
@InProceedings{NadarTA_2022_ChordLatentSpace_ICMC, author = {Christon Ragavan Nadar and Michael Taenzer and Jakob Abe{\ss}er}, title = {Towards Interpreting and Improving the Latent Space for Musical Chord Recognition}, booktitle = {Proceeding of the International Computer Music Conference (ICMC)}, year = {2022}, location = {Limerick, Ireland} } -
Franca Bittner, Jakob Abeßer, Christon-Ragavan Nadar, Hanna Lukashevich & Patrick Kramer. A Novel Dataset for Time-Dependent Harmonic Similarity between Chord Sequences. Late-Breaking Demo Session of the International Society of Music Information Retrieval Conference (ISMIR), 2021.
@InProceedings{Bittner:2021:ISMIR_LBD, author = {Franca Bittner and Jakob Abe{\ss}er and Christon-Ragavan Nadar and Hanna Lukashevich and Patrick Kramer}, title = {A Novel Dataset for Time-Dependent Harmonic Similarity between Chord Sequences}, booktitle = {Late-Breaking Demo Session of the International Society of Music Information Retrieval Conference (ISMIR)}, year = {2021} } -
Michael Taenzer, Stylianos I. Mimilakis & Jakob Abeßer. Deep Learning-Based Music Instrument Recognition: Exploring Learned Feature Representation. Proceedings of the International Symposium on Computer Music Multidisciplinary Research (CMMR), 2021.
@InProceedings{Taenzer:2021:CMMR, author = {Michael Taenzer and Stylianos I. Mimilakis and Jakob Abe{\ss}er}, title = {Deep Learning-Based Music Instrument Recognition: Exploring Learned Feature Representation}, booktitle = {Proceedings of the International Symposium on Computer Music Multidisciplinary Research (CMMR)}, year = {2021}, location = {Tokyo, Japan} } -
David S. Johnson, Wolfgang Lorenz, Michael Taenzer, Stylianos Mimilakis, Sascha Grollmisch, Jakob Abeßer & Hanna Lukashevich. DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection. Proceedings of the European Signal Processing Conference (EUSIPCO), 2021. link
@InProceedings{Johnson:2020:FL:EUSIPCO, author = {David S. Johnson and Wolfgang Lorenz and Michael Taenzer and Stylianos Mimilakis and Sascha Grollmisch and Jakob Abe{\ss}er and Hanna Lukashevich}, title = {{DESED-FL} and {URBAN-FL}: Federated Learning Datasets for Sound Event Detection}, booktitle = {Proceedings of the European Signal Processing Conference (EUSIPCO)}, year = {2021}, location = {Dublin, Ireland}, eprint = {2102.08833}, url = {https://arxiv.org/abs/2102.08833}, archiveprefix = {arXiv}, journal = {arXiv preprint arXiv:2102.08833}, journaltitle = {Proceedings of the European Signal Processing Conference (EUSIPCO)}, primaryclass = {cs.SD} } -
Jakob Abeßer, Saichand Gourishetti, András Kátai, Tobias Clauß, Prachi Sharma & Judith Liebetrau. IDMT-Traffic: An Open Benchmark Dataset for Acoustic Traffic Monitoring Research. Proceedings of the European Signal Processing Conference (EUSIPCO), 2021.
@InProceedings{Abesser:2021:Traffic:EUSIPCO, author = {Jakob Abe{\ss}er and Saichand Gourishetti and Andr{\'a}s K{\'a}tai and Tobias Clau{\ss} and Prachi Sharma and Judith Liebetrau}, title = {{IDMT}-{T}raffic: An Open Benchmark Dataset for Acoustic Traffic Monitoring Research}, booktitle = {Proceedings of the European Signal Processing Conference (EUSIPCO)}, year = {2021}, location = {Dubline, Ireland} } -
Saichand Gourishetti, Jakob Abeßer, Sascha Grollmisch, András Kátai & Judith Liebetrau. Investigating the influence of microphone mismatch for acoustic traffic monitoring. Proceedings of the INTER-NOISE, pp. 2949-3943, 2021.
@InProceedings{Gourishetti:2021:AMTMismatch:INTERNOISE, author = {Saichand Gourishetti and Jakob Abe{\ss}er and Sascha Grollmisch and Andr{\'a}s K{\'a}tai and Judith Liebetrau}, title = {Investigating the influence of microphone mismatch for acoustic traffic monitoring}, booktitle = {Proceedings of the INTER-NOISE}, year = {2021}, location = {Washington, D.C, USA}, pages = {2949-3943} } -
Jakob Abeßer, Jaydeep Chauhan, Prateek Pradeep Pillai, Michael Taenzer & Stylianos I. Mimilakis. Predominant Jazz Instrument Recognition: Empirical Studies on Neural Network Architectures. Proceedings of the European Signal Processing Conference (EUSIPCO), 2021.
@InProceedings{Abesser:2021:JazzAIR:EUSIPCO, author = {Jakob Abe{\ss}er and Jaydeep Chauhan and Prateek Pradeep Pillai and Michael Taenzer and Stylianos I. Mimilakis}, title = {Predominant Jazz Instrument Recognition: Empirical Studies on Neural Network Architectures}, booktitle = {Proceedings of the European Signal Processing Conference (EUSIPCO)}, year = {2021}, location = {Dubline, Ireland} } -
Alexandra Draghici, Jakob Abeßer & Hanna Lukashevich. A study on spoken language identification using deep neural networks. Proceedings of the 15th International Conference on Audio Mostly, pp. 253-256, 2020.
@InProceedings{Draghici:2020:AM, author = {Alexandra Draghici and Jakob Abe{\ss}er and Hanna Lukashevich}, title = {A study on spoken language identification using deep neural networks}, booktitle = {Proceedings of the 15th International Conference on Audio Mostly}, year = {2020}, location = {Graz, Austria}, pages = {253-256} } -
Matthias Nowakowsi, Christof Weiß & Jakob Abeßer. Towards Deep Learning Strategies for Transcribing Electroacoustic Music. Proceedings of the 15th International Symposium on Computer Music Multidisciplinary Research (CMMR), 2020.
@InProceedings{Nowakowsi:2020:CMMR, author = {Matthias Nowakowsi and Christof Wei{\ss} and Jakob Abe{\ss}er}, title = {Towards Deep Learning Strategies for Transcribing Electroacoustic Music}, booktitle = {Proceedings of the 15th International Symposium on Computer Music Multidisciplinary Research (CMMR)}, year = {2020} } -
Stylianos Ioannis Mimilakis, Christof Weiß, Vlora Arifi-Müller, Jakob Abeßer & Meinard Müller. Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning. Proceedings of the 12th International Workshop on Machine Learning and Music (MML), 2019.
@InProceedings{Mimilakis:2019:MML, author = {Stylianos Ioannis Mimilakis and Christof Wei{\ss} and Vlora Arifi-M{\"u}ller and Jakob Abe{\ss}er and Meinard M{\"u}ller}, title = {Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning}, booktitle = {Proceedings of the 12th International Workshop on Machine Learning and Music ({MML})}, year = {2019}, address = {W{\"u}rzburg, Germany} } -
Jakob Abeßer & Meinard Müller. Fundamental Frequency Contour Classification: A Comparison between Hand-Crafted and CNN-Based Features. Proceedings of the 44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.
@InProceedings{Abesser:2019:ICASSP, author = {Jakob Abe{\ss}er and Meinard M{\"u}ller}, title = {Fundamental Frequency Contour Classification: A Comparison between Hand-Crafted and {CNN}-Based Features}, booktitle = {Proceedings of the 44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}, year = {2019}, address = {Brighton, UK} } -
Michael Taenzer, Jakob Abeßer, Stylianos Ioannis Mimilakis, Christof Weiß, Meinard Müller & Hanna Lukashevich. Investigating CNN-Based Instrument Family Recording for Western Classical Music Recordings. Proceedings of the 20th International Society for Music Information Retrieval Conference (ISMIR), 2019.
@InProceedings{Taenzer:2019:ISMIR, author = {Michael Taenzer and Jakob Abe{\ss}er and Stylianos Ioannis Mimilakis and Christof Wei{\ss} and Meinard M{\"u}ller and Hanna Lukashevich}, title = {Investigating {CNN}-Based Instrument Family Recording for Western Classical Music Recordings}, booktitle = {Proceedings of the 20th International Society for Music Information Retrieval Conference (ISMIR)}, year = {2019}, address = {Delft, Netherlands} } -
Sascha Grollmisch, Jakob Abeßer, Judith Liebetrau & Hanna Lukashevich. Sounding Industry: Challenges and Datasets for Industrial Sound Analysis. Proceedings of the 27th European Signal Processing Conference (EUSIPCO), 2019.
@InProceedings{Grollmisch:2019:EUSIPCO, author = {Sascha Grollmisch and Jakob Abe{\ss}er and Judith Liebetrau and Hanna Lukashevich}, title = {Sounding Industry: Challenges and Datasets for Industrial Sound Analysis}, booktitle = {Proceedings of the 27th European Signal Processing Conference (EUSIPCO)}, year = {2019}, address = {A Coru{\~n}a, Spain} } -
Christon-Ragavan Nadar, Jakob Abeßer & Sascha Grollmisch. Towards CNN-based Acoustic Modeling of Seventh Chords for Recognition Chord Recognition. Proceedings of the 16th Sound & Music Computing Conference (SMC), 2019.
@InProceedings{Nadar:2019:SMC, author = {Christon-Ragavan Nadar and Jakob Abe{\ss}er and Sascha Grollmisch}, title = {Towards {CNN}-based Acoustic Modeling of Seventh Chords for Recognition Chord Recognition}, booktitle = {Proceedings of the 16th Sound \& Music Computing Conference (SMC)}, year = {2019}, address = {Malaga, Spain} } -
Jakob Abeßer, Marco Götze, Tobias Clauß, Dominik Zapf, Christian Kühn, Hanna Lukashevich, Stephanie Kühnlenz & Stylianos Ioannis Mimilakis. Urban Noise Monitoring in the Stadtlärm Project - A Field Report. Proceedings of the Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop, 2019.
@InProceedings{Abesser:2019:DCASE, author = {Jakob Abe{\ss}er and Marco G{\"o}tze and Tobias Clau{\ss} and Dominik Zapf and Christian K{\"u}hn and Hanna Lukashevich and Stephanie K{\"u}hnlenz and Stylianos Ioannis Mimilakis}, title = {Urban Noise Monitoring in the {S}tadtl{\"a}rm Project - {A} Field Report}, booktitle = {Proceedings of the Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop}, year = {2019}, address = {New York, NY, USA} } -
Jakob Abeßer, Robert Gräfe, Christian Kühn, Tobias Clauß, Hanna Lukashevich, Marco Götze & Stephanie Kühnlenz. A Distributed Sensor Network for Monitoring Noise Level and Noise Sources in Urban Environments. Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud (FiCloud), pp. 318-324, 2018.
@InProceedings{Abesser:2018:IEEE_FICLOUD, author = {Jakob Abe{\ss}er and Robert Gr{\"a}fe and Christian K{\"u}hn and Tobias Clau{\ss} and Hanna Lukashevich and Marco G{\"o}tze and Stephanie K{\"u}hnlenz}, title = {A Distributed Sensor Network for Monitoring Noise Level and Noise Sources in Urban Environments}, booktitle = {Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud (FiCloud)}, year = {2018}, pages = {318-324}, address = {Barcelona, Spain} } -
Christof Weiß, Stefan Balke, Jakob Abeßer & Meinard Müller. Computational Corpus Analysis: A Case Study on Jazz Solos. Proceedings of the 19th International Society for Music Information Retrieval Conference (ISMIR), pp. 416–423, 2018.
@InProceedings{Weiss_2018_ISMIR, author = {Christof Wei{\ss} and Stefan Balke and Jakob Abe{\ss}er and Meinard M{\"u}ller}, title = {Computational Corpus Analysis: A Case Study on Jazz Solos}, booktitle = {Proceedings of the 19th International Society for Music Information Retrieval Conference ({ISMIR})}, year = {2018}, pages = {416--423}, address = {Paris, France} } -
Jakob Abeßer, Stefan Balke & Meinard Müller. Improving Bass Saliency Estimation using Label Propagation and Transfer Learning. Proceedings of the 19th International Society for Music Information Retrieval Conference (ISMIR), pp. 306–312, 2018.
@InProceedings{Abesser_2018_ISMIR, author = {Jakob Abe{\ss}er and Stefan Balke and Meinard M{\"u}ller}, title = {Improving Bass Saliency Estimation using Label Propagation and Transfer Learning}, booktitle = {Proceedings of the 19th International Society for Music Information Retrieval Conference ({ISMIR})}, year = {2018}, pages = {306--312}, address = {Paris, France} } -
Juan S. Gómez, Jakob Abeßer & Estefanía Cano. Jazz Solo Instrument Classification with Convolutional Neural Networks, Source Separation, and Transfer Learning. Proceedings of the 19th International Society for Music Information Retrieval Conference (ISMIR), pp. 577–584, 2018.
@InProceedings{Gomez_2018_ISMIR, author = {Juan S. G{\'o}mez and Jakob Abe{\ss}er and Estefan{\'i}a Cano}, title = {Jazz Solo Instrument Classification with Convolutional Neural Networks, Source Separation, and Transfer Learning}, booktitle = {Proceedings of the 19th International Society for Music Information Retrieval Conference ({ISMIR})}, year = {2018}, pages = {577--584}, address = {Paris, France} } -
Tobias Clauß, Jakob Abeßer, Hanna Lukashevich, Robert Gräfe, Franz Häuser, Christian Kühn & Thomas Sporer. Stadtlärm - a distributed system for noise level measurement and noise source identification in a smart city environment. Proceedings of the Deutsche Jahrestagung für Akustik (DAGA), pp. 285–288, 2018.
@InProceedings{Clauss_2018_DAGA, author = {Tobias Clau{\ss} and Jakob Abe{\ss}er and Hanna Lukashevich and Robert Gr{\"a}fe and Franz H{\"a}user and Christian K{\"u}hn and Thomas Sporer}, title = {Stadtl{\"a}rm - a distributed system for noise level measurement and noise source identification in a smart city environment}, booktitle = {Proceedings of the Deutsche Jahrestagung f{\"u}r Akustik (DAGA)}, year = {2018}, pages = {285--288}, address = {Munich, Germany} } -
Jakob Abeßer, Stylianos Ioannis Mimilakis, Robert Gräfe & Hanna Lukashevich. Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks. Proceedings of the 2nd DCASE Workshop on Detection and Classification of Acoustic Scenes and Events, 2017.
@InProceedings{Abesser:2017:DCASE, author = {Abe{\ss}er, Jakob and Mimilakis, Stylianos Ioannis and Gr{\"a}fe, Robert and Lukashevich, Hanna}, title = {Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks}, booktitle = {Proceedings of the 2nd DCASE Workshop on Detection and Classification of Acoustic Scenes and Events}, year = {2017}, address = {Munich, Germany}, month = {16-17 November} } -
Jakob Abeßer, Stefan Balke, Klaus Frieler, Martin Pfleiderer & Meinard M\"uller. Deep Learning for Jazz Walking Bass Transcription. Proceedings of the AES International Conference on Semantic Audio, 2017.
@InProceedings{Abesser:2017:AES, author = {Jakob Abe{\ss}er and Stefan Balke and Klaus Frieler and Martin Pfleiderer and Meinard M{\"{u}}ller}, title = {Deep Learning for Jazz Walking Bass Transcription}, booktitle = {Proceedings of the AES International Conference on Semantic Audio}, year = {2017}, address = {Erlangen, Germany} } -
Carsten Bönsel, Jakob Abeßer, Sascha Grollmisch & Stylianos Ioannis Mimilakis. Automatic Best Take Detection for Electric Guitar and Vocal Studio Recordings. Proceedings of the 2nd AES Workshop on Intelligent Music Production, 2016.
@InProceedings{Boensel:2016:AES, author = {Carsten B{\"o}nsel and Jakob Abe{\ss}er and Sascha Grollmisch and Stylianos Ioannis Mimilakis}, title = {Automatic Best Take Detection for Electric Guitar and Vocal Studio Recordings}, booktitle = {Proceedings of the 2nd AES Workshop on Intelligent Music Production}, year = {2016}, address = {London, UK} } -
Stylianos Ioannis Mimilakis, Estefanía Cano, Jakob Abeßer & Gerald Schuller. New sonorities for jazz recordings: separation and mixing using deep neural networks. Proceedings of the 2nd AES Workshop on Intelligent Music Production, 2016.
@InProceedings{Mimilakis:2016:AES, author = {Stylianos Ioannis Mimilakis and Estefan{\'i}a Cano and Jakob Abe{\ss}er and Gerald Schuller}, title = {New sonorities for jazz recordings: separation and mixing using deep neural networks}, booktitle = {Proceedings of the 2nd AES Workshop on Intelligent Music Production}, year = {2016}, address = {London, UK} } -
Stefan Balke, Jonathan Driedger, Jakob Abeßer & Meinard Müller. Towards evaluating multiple predominant melody annotations in jazz recordings. Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR), pp. 246–252, 2016.
@InProceedings{Balke:2016:ISMIR, author = {Stefan Balke and Jonathan Driedger and Jakob Abe{\ss}er and Meinard M{\"u}ller}, title = {Towards evaluating multiple predominant melody annotations in jazz recordings}, booktitle = {Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR)}, year = {2016}, pages = {246--252}, address = {New York, USA} } -
Daniel Matz, Estefanía Cano & Jakob Abeßer. New Sonorities for Early Jazz Recordings Using Sound Source Separation and Automatic Mixing Tools. Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), pp. 749–755, 2015.
@InProceedings{Matz:2015:ISMIR, author = {Matz, Daniel and Cano, Estefan{\'i}a and Abe{\ss}er, Jakob}, title = {New Sonorities for Early Jazz Recordings Using Sound Source Separation and Automatic Mixing Tools}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference (ISMIR)}, year = {2015}, pages = {749--755}, address = {M{\'a}laga, Spain} } -
Gerald Schuller, Jakob Abeßer & Christian Kehling. Parameter Extraction For Bass Guitar Sound Models Including Playing Styles. Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015.
@InProceedings{Schuller:2015:ICASSP, author = {Schuller, Gerald and Abe{\ss}er, Jakob and Kehling, Christian}, title = {Parameter Extraction For Bass Guitar Sound Models Including Playing Styles}, booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}, year = {2015}, address = {Brisbane, Australia} } -
Jakob Abeßer, Estefanía Cano, Klaus Frieler, Martin Pfleiderer & Wolf-Georg Zaddach. Score-informed analysis of intonation and pitch modulation in jazz solos. Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), pp. 823–829, 2015.
@InProceedings{Abesser:2015:ISMIR, author = {Abe{\ss}er, Jakob and Cano, Estefan{\'i}a and Frieler, Klaus and Pfleiderer, Martin and Zaddach, Wolf-Georg}, title = {Score-informed analysis of intonation and pitch modulation in jazz solos}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference (ISMIR)}, year = {2015}, pages = {823--829}, address = {M{\'a}laga, Spain} } -
Anna M. Kruspe, Jakob Abeßer & Christian Dittmar. A GMM Approach to Singing Language Identification. Proceedings of the AES International Conference on Semantic Audio, pp. 140–148, 2014.
@InProceedings{Kruspe:2014:AES, author = {Kruspe, Anna M. and Abe{\ss}er, Jakob and Dittmar, Christian}, title = {A {GMM} Approach to Singing Language Identification}, booktitle = {Proceedings of the AES International Conference on Semantic Audio}, year = {2014}, pages = {140--148}, address = {London, UK} } -
Arndt Eppler, Andreas Männchen, Jakob Abeßer, Christof Weiß & Klaus Frieler. Automatic style classification of jazz records with respect to rhythm, tempo, and tonality. Proceedings of the Conference on Interdisciplinary Musicology (CIM), pp. 162–167, 2014.
@InProceedings{Eppler:2014:CIM, author = {Eppler, Arndt and M{\"a}nnchen, Andreas and Abe{\ss}er, Jakob and Wei{\ss}, Christof and Frieler, Klaus}, title = {Automatic style classification of jazz records with respect to rhythm, tempo, and tonality}, booktitle = {Proceedings of the Conference on Interdisciplinary Musicology (CIM)}, year = {2014}, pages = {162--167}, address = {Berlin, Germany} } -
Christian Kehling, Jakob Abeßer, Christian Dittmar & Gerald Schuller. Automatic Tablature Transcription of Electric Guitar Recordings by Estimation of Score- and Instrument-related Parameters. Proceedings of the International Conference on Digital Audio Effects (DAFx), 2014.
@InProceedings{Kehling:2014:DAFX, author = {Christian Kehling and Jakob Abe{\ss}er and Christian Dittmar and Gerald Schuller}, title = {Automatic Tablature Transcription of Electric Guitar Recordings by Estimation of Score- and Instrument-related Parameters}, booktitle = {Proceedings of the International Conference on Digital Audio Effects ({DAF}x)}, year = {2014}, address = {Erlangen, Germany} } -
Jakob Abeßer, Estefanía Cano, Klaus Frieler & Martin Pfleiderer. Dynamics in jazz improvisation - Score-informed estimation and contextual analysis of tone intensities in trumpet and saxophone solos. Proceedings of the Conference on Interdisciplinary Musicology (CIM), pp. 156–161, 2014.
@InProceedings{Abesser:2014:CIM, author = {Abe{\ss}er, Jakob and Cano, Estefan{\'i}a and Frieler, Klaus and Pfleiderer, Martin}, title = {Dynamics in jazz improvisation - {S}core-informed estimation and contextual analysis of tone intensities in trumpet and saxophone solos}, booktitle = {Proceedings of the Conference on Interdisciplinary Musicology (CIM)}, year = {2014}, pages = {156--161}, address = {Berlin, Germany} } -
Klaus Frieler, Wolf-Georg Zaddach & Jakob Abeßer. Exploring phrase form structures. Pt. II: Monophonic jazz solos. Proceedings of the International Workshop on Folk Music Analysis (FMA), pp. 48–51, 2014.
@InProceedings{Frieler:2014:FMA, author = {Frieler, Klaus and Zaddach, Wolf-Georg and Abe{\ss}er, Jakob}, title = {Exploring phrase form structures. Pt. {II}: Monophonic jazz solos}, booktitle = {Proceedings of the International Workshop on Folk Music Analysis (FMA)}, year = {2014}, pages = {48--51}, address = {Instanbul, Turkey} } -
Jakob Abeßer & Gerald Schuller. Instrument-centered Music Transcription of Bass Guitar Tracks. Proceedings of the AES Conference on Semantic Audio, 2014.
@InProceedings{Abesser:2014:AES, Title = {{Instrument-centered Music Transcription of Bass Guitar Tracks}}, Author = {Abe{\ss}er, Jakob and Schuller, Gerald}, Booktitle = {Proceedings of the AES Conference on Semantic Audio}, Year = {2014}, Address = {London, UK} } -
Jakob Abeßer, Martin Pfleiderer, Klaus Frieler & Wolf-Georg Zaddach. Score-informed Tracking and Contextual Analysis of Fundamental Frequency Contours in Trumpet and Saxophone Jazz Solos. Proceedings of the International Conference on Digital Audio Effects (DAFx), pp. 181–186, 2014.
@InProceedings{Abesser:2014:DAFX, author = {Jakob Abe{\ss}er and Martin Pfleiderer and Klaus Frieler and Wolf-Georg Zaddach}, title = {Score-informed Tracking and Contextual Analysis of Fundamental Frequency Contours in Trumpet and Saxophone Jazz Solos}, booktitle = {Proceedings of the International Conference on Digital Audio Effects ({DAF}x)}, year = {2014}, address = {Erlangen, Germany}, pages = {181--186} } -
Mikus Grasis, Jakob Abeßer, Christian Dittmar & Hanna Lukashevich. A Multiple-Expert Framework for Instrument Recognition. Proceedings of the International Symposium on Computer Music Multidisciplinary Research (CMMR), 2013.
@InProceedings{Grasis:2013:CMMR, Title = {{A Multiple-Expert Framework for Instrument Recognition}}, Author = {Grasis, Mikus and Abe{\ss}er, Jakob and Dittmar, Christian and Lukashevich, Hanna}, Booktitle = {Proceedings of the International Symposium on Computer Music Multidisciplinary Research (CMMR)}, Year = {2013}, Address = {Marseilles, France} } -
Jakob Abeßer, Johannes Hasselhorn, Christian Dittmar, Andreas Lehmann & Sascha Grollmisch. Automatic Quality Assessment of Vocal and Instrumental Performances of Ninth-grade and Tenth-grade Pupils. Proceedings of the International Symposium on Computer Music Multidisciplinary Research (CMMR), 2013.
@InProceedings{Abesser:2013:CMMRb, Title = {{Automatic Quality Assessment of Vocal and Instrumental Performances of Ninth-grade and Tenth-grade Pupils}}, Author = {Abe{\ss}er, Jakob and Hasselhorn, Johannes and Dittmar, Christian and Lehmann, Andreas and Grollmisch, Sascha}, Booktitle = {Proceedings of the International Symposium on Computer Music Multidisciplinary Research (CMMR)}, Year = {2013}, Address = {Marseilles, France} } -
Jakob Abeßer, Klaus Frieler, Martin Pfleiderer & Wolf-Georg Zaddach. Introducing the Jazzomat project - Jazz solo analysis using Music Information Retrieval methods. Proceedings of the International Symposium on Computer Music Multidisciplinary Research (CMMR), 2013.
@InProceedings{Abesser:2013:CMMRa, Title = {{Introducing the Jazzomat project - Jazz solo analysis using Music Information Retrieval methods}}, Author = {Abe{\ss}er, Jakob and Frieler, Klaus and Pfleiderer, Martin and Zaddach, Wolf-Georg}, Booktitle = {Proceedings of the International Symposium on Computer Music Multidisciplinary Research (CMMR)}, Year = {2013}, Address = {Marseilles, France} } -
Klaus Frieler, Jakob Abeßer, Wolf-Georg Zaddach & Martin Pfleiderer. Introducing the Jazzomat Project and the Melo(S)py Library. Proceedings of the International Workshop on Folk Music Analysis (FMA), pp. 76–78, 2013.
@InProceedings{Frieler:2013:FMA, Title = {{Introducing the Jazzomat Project and the Melo(S)py Library}}, Author = {Klaus Frieler and Jakob Abe{\ss}er and Wolf-Georg Zaddach and Martin Pfleiderer}, Booktitle = {Proceedings of the International Workshop on Folk Music Analysis (FMA)}, Year = {2013}, Address = {Utrecht, Netherlands}, Pages = {76--78} } -
Jakob Abeßer, Patrick Kramer, Christian Dittmar & Gerald Schuller. Parametric Audio Coding of Bass Guitar Recordings using a Tuned Physical Modeling Algorithm. Proceedings of the International Conference on Digital Audio Effects (DAFx), 2013.
@InProceedings{Abesser:2013:DAFX, Title = {{Parametric Audio Coding of Bass Guitar Recordings using a Tuned Physical Modeling Algorithm}}, Author = {Jakob Abe{\ss}er and Patrick Kramer and Christian Dittmar and Gerald Schuller}, Booktitle = {Proceedings of the International Conference on Digital Audio Effects (DAFx)}, Year = {2013}, Address = {Maynooth, Ireland} } -
Christian Dittmar, Andreas Männchen & Jakob Abeßer. Real-time guitar string detection for music education software. Proceedings of the nternational Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), 2013.
@InProceedings{Dittmar:2013:WIAMIS, Title = {Real-time guitar string detection for music education software}, Author = {Christian Dittmar and Andreas M{\"a}nnchen and Jakob Abe{\ss}er}, Booktitle = {Proceedings of the nternational Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS)}, Year = {2013}, Address = {Paris, France} } -
Anna Marie Kruspe, Jakob Abeßer & Christian Dittmar. Towards coarse-scale event detection in music. Proceedings of the Audio Mostly Conference on Interaction with Sound, 2013.
@InProceedings{Kruspe:2013:AM, Title = {Towards coarse-scale event detection in music}, Author = {Anna Marie Kruspe and Jakob Abe{\ss}er and Christian Dittmar}, Booktitle = {Proceedings of the Audio Mostly Conference on Interaction with Sound}, Year = {2013}, Address = {Pite{\aa}, Sweden} } -
Patrick Kramer, Jakob Abeßer, Christian Dittmar & Gerald Schuller. A Digital Waveguide Model of the Electric Bass Guitar Including Different Playing Techniques. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 353–356, 2012.
@InProceedings{Kramer:2012:ICASSP, Title = {{A Digital Waveguide Model of the Electric Bass Guitar Including Different Playing Techniques}}, Author = {Kramer, Patrick and Abe{\ss}er, Jakob and Dittmar, Christian and Schuller, Gerald}, Booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, Year = {2012}, Address = {Kyoto, Japan}, Pages = {353--356} } -
Vedant Dhandhania, Jakob Abeßer, Anna Kruspe & Holger Großmann. Automatic and Manual Annotation of Time-Varying Perceptual Properties in Movie Soundtracks. Proceedings of the Sound and Music Computing Conference (SMC), pp. 461–466, 2012.
@InProceedings{Dhandhania:2012:SMC, author = {Dhandhania, Vedant and Abe{\ss}er, Jakob and Kruspe, Anna and Gro{\ss}mann, Holger}, title = {Automatic and Manual Annotation of Time-Varying Perceptual Properties in Movie Soundtracks}, booktitle = {Proceedings of the Sound and Music Computing Conference (SMC)}, year = {2012}, pages = {461--466}, address = {Copenhagen, Denmark} } -
Christian Dittmar, Jakob Abeßer, Sascha Grollmisch, Johannes Hasselhorn & Andreas Lehmann. Automatic singing assessment of pupil performances. Proceedings of the International Conference on Music Perception and Cognition and the 8th Triennial conference of the European Society for the Cognitive Sciences of Music (ICMPC-ESCOM), pp. 263–264, 2012.
@InProceedings{Dittmar:ICMPC:2012, author = {Dittmar, Christian and Abe{\ss}er, Jakob and Grollmisch, Sascha and Hasselhorn, Johannes and Lehmann, Andreas}, title = {Automatic singing assessment of pupil performances}, booktitle = {Proceedings of the International Conference on Music Perception and Cognition and the 8th Triennial conference of the European Society for the Cognitive Sciences of Music (ICMPC-ESCOM)}, year = {2012}, pages = {263--264}, address = {Thessaloniki, Greece} } -
Johannes Krasser, Jakob Abeßer, Holger Großmann, Christian Dittmar & Estefanía Cano. Improved Music Similarity Computation based on Tone Objects. Proceedings of the Audio Mostly Conference on Interaction with Sound, 2012.
@InProceedings{Krasser:2012:AM, Title = {{Improved Music Similarity Computation based on Tone Objects}}, Author = {Johannes Krasser and Jakob Abe{\ss}er and Holger Gro{\ss}mann and Christian Dittmar and Estefan{\'i}a Cano}, Booktitle = {Proceedings of the Audio Mostly Conference on Interaction with Sound}, Year = {2012}, Address = {Corfu, Greece} } -
Anna Kruspe, Hanna Lukashevich & Jakob Abeßer. Artist Filtering for Non-western Music Classification. Proceedings of the Audio Mostly Conference: A Conference on Interaction with Sound, pp. 82–87, 2011.
@InProceedings{Kruspe:2011:AM, Title = {{Artist Filtering for Non-western Music Classification}}, Author = {Kruspe, Anna and Lukashevich, Hanna and Abe{\ss}er, Jakob}, Booktitle = {Proceedings of the Audio Mostly Conference: A Conference on Interaction with Sound}, Year = {2011}, Address = {Coimbra, Portugal}, Pages = {82--87}, Acmid = {2095679}, ISBN = {978-1-4503-1081-9}, Location = {Coimbra, Portugal}, Numpages = {6} } -
Anna Kruspe, Hanna Lukashevich, Jakob Abeßer, Holger Großmann & Christian Dittmar. Automatic classification of music pieces into global cultural areas. Proceedings of the AES International Conference on Semantic Audio, pp. 44–53, 2011.
@InProceedings{Kruspe:2011:AES, author = {Kruspe, Anna and Lukashevich, Hanna and Abe{\ss}er, Jakob and Gro{\ss}mann, Holger and Dittmar, Christian}, title = {Automatic classification of music pieces into global cultural areas}, booktitle = {Proceedings of the AES International Conference on Semantic Audio}, year = {2011}, pages = {44--53}, address = {Ilmenau, Germany} } -
Jakob Abeßer, Christian Dittmar & Gerald Schuller. Automatic Recognition and Parametrization of Frequency Modulation Techniques in Bass Guitar Recordings. Proceedings of the Audio Engineering Society (AES) International Conference on Semantic Audio, pp. 1–8, 2011.
@InProceedings{Abesser:2011:AES, Title = {{Automatic Recognition and Parametrization of Frequency Modulation Techniques in Bass Guitar Recordings}}, Author = {Abe{\ss}er, Jakob and Dittmar, Christian and Schuller, Gerald}, Booktitle = {Proceedings of the Audio Engineering Society (AES) International Conference on Semantic Audio}, Year = {2011}, Address = {Ilmenau, Germany}, Pages = {1--8}, Mendeley-tags = {own} } -
Jakob Abeßer, Olivier Lartillot, Christian Dittmar, Tuomas Eerola & Gerald Schuller. Modeling Musical Attributes to Characterize Ensemble Recordings using Rhythmic Audio Features. Proceedings of the IEEE Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 189–192, 2011.
@InProceedings{Abesser:2011:ICASPP, Title = {{Modeling Musical Attributes to Characterize Ensemble Recordings using Rhythmic Audio Features}}, author={Abe{\ss}er, Jakob and Lartillot, Olivier and Dittmar, Christian and Eerola, Tuomas and Schuller, Gerald}, Booktitle = {Proceedings of the IEEE Conference on Acoustics, Speech and Signal Processing (ICASSP)}, Year = {2011}, Address = {Praha, Czech Republic}, Pages = {189--192}, HowPublished = {nul}, Language = {nul}, Mendeley-tags = {own} } -
Jakob Abeßer & Olivier Lartillot. Modelling Musical Attributes to Characterize Two-Track Recordings with Bass and Drums. Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), pp. 209–214, 2011.
@InProceedings{Abesser:2011:ISMIR, author = {Abe{\ss}er, Jakob and Lartillot, Olivier}, title = {{Modelling Musical Attributes to Characterize Two-Track Recordings with Bass and Drums}}, booktitle = {Proceedings of the International Society for Music Information Retrieval Conference (ISMIR)}, year = {2011}, pages = {209--214}, address = {Miami, US}, mendeley-tags = {own} } -
Holger Großmann, Anna Kruspe, Jakob Abeßer & Hanna Lukashevich. Towards Cross-Modal Search and Synchronization of Music and Video Streams. Proceedings of the International Congress on Computer Science: Information Systems and Technology (CSIST), 2011.
@InProceedings{Grossmann:2011:CSIST, author = {Gro{\ss}mann, Holger and Kruspe, Anna and Abe{\ss}er, Jakob and Lukashevich, Hanna}, title = {{Towards Cross-Modal Search and Synchronization of Music and Video Streams}}, booktitle = {Proceedings of the International Congress on Computer Science: Information Systems and Technology (CSIST)}, year = {2011}, mendeley-tags = {own} } -
Michael Stein, Jakob Abeßer, Christian Dittmar & Gerald Schuller. Automatic Detection of Audio Effects in Guitar and Bass Recordings. Proceedings of the Audio Engineering Society (AES) Convention, pp. 522–533, 2010.
@InProceedings{Stein:2010:AES, author = {Stein, Michael and Abe{\ss}er, Jakob and Dittmar, Christian and Schuller, Gerald}, title = {{Automatic Detection of Audio Effects in Guitar and Bass Recordings}}, booktitle = {Proceedings of the Audio Engineering Society (AES) Convention}, year = {2010}, pages = {522--533}, address = {London, UK}, mendeley-tags = {audio effects,music transcription,own} } -
Thomas V\"olkel, Jakob Abeßer, Christian Dittmar & Holger Großmann. Automatic Genre Classification of Latin American Music using Characteristic Rhythmic Patterns. Proceedings of the Audio Mostly Conference on Interaction with Sound, 2010.
@InProceedings{Voelkel:2010:AM, author = {V\"{o}lkel, Thomas and Abe{\ss}er, Jakob and Dittmar, Christian and Gro{\ss}mann, Holger}, title = {{Automatic Genre Classification of Latin American Music using Characteristic Rhythmic Patterns}}, booktitle = {Proceedings of the Audio Mostly Conference on Interaction with Sound}, year = {2010}, address = {Pite\aa, Sweden}, journal = {Proceedings of the 5th Audio Mostly Conference on Interaction with Sound}, mendeley-tags = {own} } -
Jakob Abeßer, Paul Bräuer, Hanna Lukashevich & Gerald Schuller. Bass Playing Style Detection Based on High-level Features and Pattern Similarity. Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), pp. 93–98, 2010.
@InProceedings{Abesser:2010:ISMIR, Title = {{Bass Playing Style Detection Based on High-level Features and Pattern Similarity}}, Author = {Abe{\ss}er, Jakob and Br{\"a}uer, Paul and Lukashevich, Hanna and Schuller, Gerald}, Booktitle = {Proceedings of the International Society for Music Information Retrieval Conference (ISMIR)}, Year = {2010}, Address = {Utrecht, Netherlands}, Pages = {93--98}, Added-at = {2011-08-15T00:00:00.000+0200}, Biburl = {http://www.bibsonomy.org/bibtex/2fe00ab2af6c5e70287ef478e4c0ea81e/dblp}, Ee = {http://ismir2010.ismir.net/proceedings/ismir2010-18.pdf}, Interhash = {4a6901c41e51a2ba32b42cfa517e69c8}, Intrahash = {fe00ab2af6c5e70287ef478e4c0ea81e}, ISBN = {978-90-393-53813} } -
Jakob Abeßer, Hanna Lukashevich & Gerald Schuller. Feature-based Extraction of Plucking and Expression Styles of the Electric Bass Guitar. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2290–2293, 2010.
@InProceedings{Abesser:2010:ICASSP, Title = {{Feature-based Extraction of Plucking and Expression Styles of the Electric Bass Guitar}}, Author = {Abe{\ss}er, Jakob and Lukashevich, Hanna and Schuller, Gerald}, Booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, Year = {2010}, Address = {Dallas, USA}, Pages = {2290--2293}, Mendeley-tags = {own} } -
Jakob Abeßer, Hanna Lukashevich, Christian Dittmar, Paul Bräuer & Fabienne Krause. Rule-based classification of musical genres from a global cultural background. Proceedings of the International Symposium on Computer Music Modeling and Retrieval (CMMR), 2010.
@InProceedings{Abesser:2010:CMMR, Title = {{Rule-based classification of musical genres from a global cultural background}}, Author = {Abe{\ss}er, Jakob and Lukashevich, Hanna and Dittmar, Christian and Br{\"a}uer, Paul and Krause, Fabienne}, Booktitle = {Proceedings of the International Symposium on Computer Music Modeling and Retrieval (CMMR)}, Year = {2010}, Address = {M{\'a}laga, Spain}, Mendeley-tags = {own} } -
Christian Dittmar, Sascha Grollmisch, Hanna Lukashevich, Holger Großmann, Estefanía Cano & Jakob Abeßer. Songs2See and GlobalMusic2One: Two Ongoing Projects in Music Information Retrieval Research at Fraunhofer IDMT. Proceeding of the International Symposium on Computer Music Modeling and Retrieval (CMMR), pp. 259–272, 2010.
@InProceedings{Dittmar:2010:CMMR, Title = {{Songs2See and GlobalMusic2One: Two Ongoing Projects in Music Information Retrieval Research at Fraunhofer IDMT}}, Author = {Dittmar, Christian and Grollmisch, Sascha and Lukashevich, Hanna and Gro{\ss}mann, Holger and Cano, Estefan{\'i}a and Abe{\ss}er, Jakob}, Booktitle = {Proceeding of the International Symposium on Computer Music Modeling and Retrieval (CMMR)}, Year = {2010}, Address = {M\'{a}laga, Spain}, Pages = {259--272}, Publisher = {Springer-Verlag}, Mendeley-tags = {music transcription,own} } -
Hanna Lukashevich, Jakob Abeßer, Christian Dittmar & Holger Großmann. From Multi-Labeling to Multi-Domain-Labeling: A Novel Two-Dimensional Approach to Music Genre Classification. Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), pp. 459–464, 2009.
@InProceedings{Lukashevich:2009:ISMIR, Title = {{From Multi-Labeling to Multi-Domain-Labeling: A Novel Two-Dimensional Approach to Music Genre Classification}}, Author = {Lukashevich, Hanna and Abe{\ss}er, Jakob and Dittmar, Christian and Gro{\ss}mann, Holger}, Booktitle = {Proceedings of the International Society for Music Information Retrieval Conference (ISMIR)}, Year = {2009}, Address = {Kobe, Japan}, Month = {October 26-30}, Pages = {459--464} } -
Jakob Abeßer, Hanna Lukashevich, Christian Dittmar & Gerald Schuller. Genre Classification using Bass-Related High-Level Features and Playing Styles. Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), pp. 453–458, 2009.
@InProceedings{Abesser:2009:ISMIR, Title = {{Genre Classification using Bass-Related High-Level Features and Playing Styles}}, Author = {Abe{\ss}er, Jakob and Lukashevich, Hanna and Dittmar, Christian and Schuller, Gerald}, Booktitle = {Proceedings of the International Society for Music Information Retrieval Conference (ISMIR)}, Year = {2009}, Address = {Kobe, Japan}, Pages = {453--458}, Mendeley-tags = {machine learning,music transcription,own} } -
Jakob Abeßer, Christian Dittmar & Holger Großmann. Automatic Genre and Artist Classification by Analyzing Improvised Solo Parts from Musical Recordings. Proceedings of the Audio Mostly Conference on Interaction with Sound, pp. 127–131, 2008.
@InProceedings{Abesser:2008:AM, Title = {{Automatic Genre and Artist Classification by Analyzing Improvised Solo Parts from Musical Recordings}}, Author = {Abe{\ss}er, Jakob and Dittmar, Christian and Gro{\ss}mann, Holger}, Booktitle = {Proceedings of the Audio Mostly Conference on Interaction with Sound}, Year = {2008}, Address = {Pite{\aa}, Sweden}, Pages = {127--131}, Mendeley-tags = {own} } -
Christian Dittmar & J. Abeßer. Automatic Music Transcription with User Interaction. Proceedings of the Deutsche Jahrestagung f\"ur Akustik (DAGA), 2008.
@InProceedings{Abesser:2008:DAGA, Title = {{Automatic Music Transcription with User Interaction}}, Author = {Dittmar, Christian and Abe{\ss}er, J.}, Booktitle = {{Proceedings of the Deutsche Jahrestagung f\"{u}r Akustik (DAGA)}}, Year = {2008}, Address = {Dresden, Germany} }
Preprints
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Jakob Abeßer. USM-SED - A Dataset for Polyphonic Sound Event Detection in Urban Sound Monitoring Scenarios. arXiv preprint arXiv:2105.02592, 2021.
@Article{Abesser:2021:USM_SED:ARXIV, author = {Jakob Abe{\ss}er}, title = {USM-SED - A Dataset for Polyphonic Sound Event Detection in Urban Sound Monitoring Scenarios}, journaltitle = {arXiv preprint arXiv:2105.02592}, year = {2021} }