Jakob Abeßer


2019

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Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings
Michael Taenzer | Jakob Abeßer | Stylianos I. Mimilakis | Christof Weiss | Meinard Müller
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Jazz Solo Instrument Classification with Convolutional Neural Networks, Source Separation, and Transfer Learning
Juan S. Gómez | Jakob Abeßer | Estefanía Cano
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Computational Corpus Analysis: A Case Study on Jazz Solos
Christof Weiss | Stefan Balke | Jakob Abeßer | Meinard Müller
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Improving Bass Saliency Estimation Using Transfer Learning and Label Propagation
Jakob Abeßer | Stefan Balke | Meinard Müller
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2016

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Towards Evaluating Multiple Predominant Melody Annotations in Jazz Recordings
Stefan Balke | Jonathan Driedger | Jakob Abeßer | Christian Dittmar | Meinard Müller
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2015

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Score-Informed Analysis of Intonation and Pitch Modulation in Jazz Solos
Jakob Abeßer | Estefanía Cano | Klaus Frieler | Martin Pfleiderer | Wolf-Georg Zaddach
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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New Sonorities for Early Jazz Recordings Using Sound Source Separation and Automatic Mixing Tools
Daniel Matz | Estefanía Cano | Jakob Abeßer
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2011

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Modeling Musical Attributes to Characterize Two-Track Recordings with Bass and Drums
Jakob Abeßer | Olivier Lartillot
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

2010

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Bass Playing Style Detection Based on High-level Features and Pattern Similarity
Jakob Abeßer | Paul Bräuer | Hanna M. Lukashevich | Gerald Schuller
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2009

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From Multi-Labeling to Multi-Domain-Labeling: A Novel Two-Dimensional Approach to Music Genre Classification
Hanna M. Lukashevich | Jakob Abeßer | Christian Dittmar | Holger Großmann
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Genre Classification Using Bass-Related High-Level Features and Playing Styles
Jakob Abeßer | Hanna M. Lukashevich | Christian Dittmar | Gerald Schuller
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009