Jakob Abeßer
Orcid: 0000-0003-4689-7944Affiliations:
- Fraunhofer Institute for Digital Media Technology (IDMT), Germany
According to our database1,
Jakob Abeßer
authored at least 59 papers
between 2009 and 2023.
Collaborative distances:
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Bibliography
2023
IEEE ACM Trans. Audio Speech Lang. Process., 2023
Uncertainty in Semi-Supervised Audio Classification - A Novel Extension for FixMatch.
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the 18th International Audio Mostly Conference, 2023
2022
Trans. Int. Soc. Music. Inf. Retr., 2022
Multi-pitch Estimation meets Microphone Mismatch: Applicability of Domain Adaptation.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
2021
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity.
CoRR, 2021
Towards Audio Domain Adaptation for Acoustic Scene Classification using Disentanglement Learning.
CoRR, 2021
USM-SED - A Dataset for Polyphonic Sound Event Detection in Urban Sound Monitoring Scenarios.
CoRR, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Predominant Jazz Instrument Recognition: Empirical Studies on Neural Network Architectures.
Proceedings of the 29th European Signal Processing Conference, 2021
Deep Learning-Based Music Instrument Recognition: Exploring Learned Feature Representations.
Proceedings of the Music in the AI Era - 15th International Symposium, 2021
2020
Proceedings of the AM'20, 15th International Audio Mostly Conference, Graz, 2020
2019
Cross-version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
Fundamental Frequency Contour Classification: A Comparison between Hand-crafted and CNN-based Features.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019
Proceedings of the Perception, Representations, Image, Sound, Music, 2019
2018
Frontiers Digit. Humanit., 2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Jazz Solo Instrument Classification with Convolutional Neural Networks, Source Separation, and Transfer Learning.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
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, 2018
2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Score-Informed Analysis of Tuning, Intonation, Pitch Modulation, and Dynamics in Jazz Solos.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Proceedings of the AES International Conference Semantic Audio 2017, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017
2016
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
2015
New Sonorities for Early Jazz Recordings Using Sound Source Separation and Automatic Mixing Tools.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
Automatic transcription of bass guitar tracks applied for music genre classification and sound synthesis.
PhD thesis, 2014
Proceedings of the AES International Conference on Semantic Audio 2014, 2014
Proceedings of the AES International Conference on Semantic Audio 2014, 2014
Automatic Competency Assessment of Rhythm Performances of Ninth-grade and Tenth-grade Pupils.
Proceedings of the Music Technology meets Philosophy, 2014
Automatic Tablature Transcription of Electric Guitar Recordings by Estimation of Score- and Instrument-Related Parameters.
Proceedings of the 17th International Conference on Digital Audio Effects, 2014
Score-Informed Tracking and Contextual Analysis of Fundamental Frequency Contours in Trumpet and Saxophone Jazz Solos.
Proceedings of the 17th International Conference on Digital Audio Effects, 2014
2013
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013
Proceedings of the Sound, Music, and Motion - 10th International Symposium, 2013
Proceedings of the Audio Mostly 2013, 2013
2012
A digitalwaveguide model of the electric bass guitar including different playing techniques.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Multimodal Music Processing, 2012
Proceedings of the From Sounds to Music and Emotions - 9th International Symposium, 2012
Proceedings of the Audio Mostly 2012, 2012
2011
Proceedings of the AES International Conference Semantic Audio 2011, 2011
Automatic Recognition and Parametrization of Frequency Modulation Techniques in Bass Guitar Recordings.
Proceedings of the AES International Conference Semantic Audio 2011, 2011
Modeling Musical Attributes to Characterize Two-Track Recordings with Bass and Drums.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011
Modeling musical attributes to characterize ensemble recordings using rhythmic audio features.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the AM '11, 2011
2010
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010
Feature-based extraction of plucking and expression styles of the electric bass guitar.
Proceedings of the IEEE International Conference on Acoustics, 2010
Songs2See and GlobalMusic2One: Two Applied Research Projects in Music Information Retrieval at Fraunhofer IDMT.
Proceedings of the Exploring Music Contents - 7th International Symposium, 2010
Automatic genre classification of Latin American music using characteristic rhythmic patterns.
Proceedings of the AM '10, 2010
2009
From Multi-Labeling to Multi-Domain-Labeling: A Novel Two-Dimensional Approach to Music Genre Classification.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
Proceedings of the Handbook of Multimedia for Digital Entertainment and Arts, 2009