Jahr
Year | Titel/Autor:in
Title/Author | Publikationstyp
Publication Type |
|---|
| 2025 |
Semi-supervised Learning for Acoustic Scene Classification using FixMatch
Grollmisch, Sascha; Kumar, Ravi; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2025 |
NeuroSensEar: Neuromorphic acoustic sensing for the high-performance hearing aids of tomorrow
Lenk, Claudia; He, Yuxuan; Hosseini, Alirheza; Zheng, Fan; Mukherjee, Aayushmi; Abeßer, Jakob; Jaurigue, Lina; Lüdge, Kathy; Raake, Alexander; Ivanov, Tzvetan; Pieper, Iko; Fritzsche, Paul; Küller, Jan; Beer, Daniel; Schöneich, Stefan; Nowotny, Manuela; Uziel, Sebastian; Hutschenreuther, Tino; Ziegler, Martin |
Konferenzbeitrag
Conference Paper
|
| 2025 |
Sound recurrence analysis for acoustic scene classification
Abeßer, Jakob; Liang, Zhiwei; Seeber, Bernhard |
Zeitschriftenaufsatz
Journal Article
|
| 2025 |
Automatic Retrieval of Indicator Sounds for Acoustic Geo-Tagging
Abeßer, Jakob |
Poster
|
| 2024 |
Towards Measuring and Forecasting Noise Exposure at the VELTINS-Arena in Gelsenkirchen, Germany
Ngamthipwatthana, Pitchapa; Götze, Marco; Kátai, András; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2024 |
Selbstüberwachtes Vortraining zur Verbesserung automatischer Audioklassifikationsalgorithmen
Grollmisch, Sascha; Abeßer, Jakob; Bös, Joachim |
Konferenzbeitrag
Conference Paper
|
| 2024 |
Aktuelle Forschungsschwerpunkte in der akustischen Ereignisdetektion
Abeßer, Jakob; Grollmisch, Sascha; Bös, Joachim |
Konferenzbeitrag
Conference Paper
|
| 2024 |
Visual and audio scene classification for detecting discrepancies in video: a baseline method and experimental protocol
Apostolidis, Konstantinos; Abeßer, Jakob; Cuccovillo, Luca; Vasileios, Mezaris |
Konferenzbeitrag
Conference Paper
|
| 2024 |
Towards Domain Shift in Location-Mismatch Scenarios for Bird Activity Detection
Latifi Bidarouni, Amir; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2023 |
An Introduction to Unsupervised Domain Adaptation in Sound and Music Processing
Bittner, Franca; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Quantifying Uncertainty in Music Genre Classification
Lukashevich, Hanna; Grollmisch, Sascha; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2023 |
How reliable are posterior class probabilities in automatic music classification?
Lukashevich, Hanna; Grollmisch, Sascha; Abeßer, Jakob; Stober, Sebastian; Bös, Joachim |
Konferenzbeitrag
Conference Paper
|
| 2023 |
How Robust are Audio Embeddings for Polyphonic Sound Event Tagging?
Abeßer, Jakob; Grollmisch, Sascha; Müller, Meinard |
Zeitschriftenaufsatz
Journal Article
|
| 2023 |
Uncertainty in Semi-Supervised Audio Classification - A Novel Extension for FixMatch
Grollmisch, Sascha; Cano, Estefanía; Lukashevich, Hanna; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Unsupervised Feature-Space Domain Adaptation applied for Audio Classification
Latifi Bidarouni, Amir; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2023 |
Human and Machine Performance in Counting Sound Classes in Single-Channel Soundscapes
Abeßer, Jakob; Ullah, Asad; Ziegler, Sebastian; Grollmisch, Sascha |
Zeitschriftenaufsatz
Journal Article
|
| 2023 |
Deep Learning-Based Music Instrument Recognition: Exploring Learned Feature Representations
Taenzer, Michael; Mimilakis, Stylianos Ioannis; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Multi-pitch Estimation meets Microphone Mismatch: Applicability of Domain Adaptation
Bittner, Franca; Gonzalez Rodriguez, Marcel; Richter, Maike; Lukashevich, Hanna; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Classifying Sounds in Polyphonic Urban Sound Scenes
Abeßer, Jakob |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
Analyzing Bird and Bat Activity in Agricultural Environments using AI-driven Audio Monitoring
Abeßer, Jakob; Wang, Xiaoyi; Bänsch, Svenja; Scherber, Christoph; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Towards Interpreting and Improving the Latent Space for Musical Chord Recognition
Nadar, Christon-Ragavan; Taenzer, Michael; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Construction-sAIt: Multi-modal AI-driven technologies for construction site monitoring
Abeßer, Jakob; Loos, Alexander; Sharma, Prachi |
Konferenzbeitrag
Conference Paper
|
| 2022 |
Potentials and Challenges of AI-based Audio Analysis in Industrial Sound Analysis
Gourishetti, Saichand; Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith |
Konferenzbeitrag
Conference Paper
|
| 2022 |
JSD: A Dataset for Structure Analysis in Jazz Music
Balke, Stefan; Reck, Julian; Weiß, Christof; Abeßer, Jakob; Müller, Meinard |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity
Ribecky, Sebastian; Abeßer, Jakob; Lukashevich, Hanna |
Zeitschriftenaufsatz
Journal Article
|
| 2022 |
Audio Augmentations for Semi-Supervised Learning with FixMatch
Grollmisch, Sascha; Cano, Estefania; Abeßer, Jakob |
Konferenzbeitrag nicht im Tagungsband
Conference Paper not in Proceedings
|
| 2021 |
A Benchmark Dataset to Study Microphone Mismatch Conditions for Piano Multipitch Estimation on Mobile Devices
Abeßer, Jakob; Bittner, Franca; Richter, Maike; Gonzalez Rodriguez, Marcel; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Jazz Bass Transcription Using a U-Net Architecture
Abeßer, J.; Müller, M. |
Zeitschriftenaufsatz
Journal Article
|
| 2021 |
Informing Piano Multi-Pitch Estimation with Inferred Local Polyphony Based on Convolutional Neural Networks
Taenzer, Michael; Mimilakis, Stylianos I.; Abeßer, Jakob |
Zeitschriftenaufsatz
Journal Article
|
| 2021 |
DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection
Johnson, David S.; Lorenz, Wolfgang; Taenzer, Michael; Mimilakis, Stylianos Ioannis; Grollmisch, Sascha; Abeßer, Jakob; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2021 |
DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection
Johnson, David S.; Lorenz, Wolfgang; Taenzer, Michael; Grollmisch, Sascha; Abeßer, Jakob; Lukashevich, Hanna; Mimilakis, Stylianos |
Paper
|
| 2021 |
Deep Learning-Based Music Instrument Recognition. Exploring Learned Feature Representations
Taenzer, Michael; Abeßer, Jakob; Mimilakis, Stylianos I. |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Investigating the influence of microphone mismatch for acoustic traffic monitoring
Gourishetti, Saichand; Abeßer, Jakob; Grollmisch, Sascha; Kátai, András; Liebetrau, Judith |
Konferenzbeitrag
Conference Paper
|
| 2021 |
Predominant Jazz Instrument Recognition. Empirical Studies on Neural Network Architectures
Mimilakis, Stylianos I.; Abeßer, Jakob; Chauhan, Jaydeep; Pillai, Prateek Pradeep; Taenzer, Michael |
Konferenzbeitrag
Conference Paper
|
| 2021 |
A Novel Dataset for Time-Dependent Harmonic Similarity between Chord Sequences
Bittner, Franca; Abeßer, Jakob; Nadar, Christon-Ragavan; Lukashevich, Hanna; Kramer, Patrick |
Vortrag
Presentation
|
| 2021 |
Verfahren und Vorrichtung zur Erkennung von akustischen Anomalien
Abeßer, Jakob |
Patent
|
| 2021 |
Towards Deep Learning Strategies for Transcribing Electroacoustic Music
Abeßer, J.; Nowakowski, M.; Weiß, C. |
Konferenzbeitrag
Conference Paper
|
| 2021 |
IDMT-Traffic: An Open Benchmark Dataset for Acoustic Traffic Monitoring Research
Abeßer, Jakob; Gourishetti, Saichand; Kátai, András; Clauß, Tobias; Sharma, Prachi; Liebetrau, Judith |
Konferenzbeitrag
Conference Paper
|
| 2020 |
A Study on Spoken Language Identification Using Deep Neural Networks
Draghici, Alexandra; Abeßer, Jakob; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2020 |
A Review of Deep Learning Based Methods for Acoustic Scene Classification
Abeßer, Jakob |
Zeitschriftenaufsatz
Journal Article
|
| 2020 |
Identifikation urbaner Geräuschquellen mittels maschineller Lernverfahren
Clauß, T.; Abeßer, Jakob |
Zeitschriftenaufsatz
Journal Article
|
| 2020 |
Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning
Mimilakis, Stylianos Ioannis; Weiss, Christof; Arifi-Müller, Vlora; Abeßer, Jakob; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2020 |
IAEO3 - Combining OpenL3 Embeddings and Interpolation Autoencoder for Anomalous Sound Detection
Grollmisch, Sascha; Johnson, David; Abeßer, Jakob; Lukashevich, Hanna |
Vortrag
Presentation
|
| 2019 |
Fundamental Frequency Contour Classification: A Comparison Between Hand-Crafted and CNN-Based Features
Abeßer, Jakob; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Smart Solutions to Cope with Urban Noise Pollution
Abeßer, Jakob; Kepplinger, Sara |
Zeitschriftenaufsatz
Journal Article
|
| 2019 |
Towards CNN-based Acoustic Modeling of Seventh Chords for Automatic Chord Recognition
Nadar, Christon-Ragavan; Abeßer, Jakob; Grollmisch, Sascha |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings
Mimilakis, Stylianos I.; Taenzer, Michael; Abeßer, Jakob; Weiss, Christof; Müller, Meinard; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2019 |
Sounding Industry: Challenges and Datasets for Industrial Sound Analysis
Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Computational Corpus Analysis: A Case Study on Jazz Solos
Weiß, Christof; Balke, Stefan; Abeßer, Jakob; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2018 |
A Distributed Sensor Network for Monitoring Noise Level and Noise Sources in Urban Environments
Abeßer, Jakob; Götze, Marco; Kühnlenz, Stephanie; Gräfe, Robert; Kühn, Christian; Clauß, Tobias; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Improving Bass Saliency Estimation using Label Propagation and Transfer Learning
Abeßer, Jakob; Balke, Stefan; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Music Technology and Education
Cano, E.; Dittmar, C.; Abeßer, J.; Kehling, C.; Grollmisch, S. |
Aufsatz in Buch
Book Article
|
| 2018 |
Jazz Solo Instrument Classification with Convolutional Neural Networks, Source Separation, and Transfer Learning
Gomez, Juan S.; Abeßer, Jakob; Cano, Estefanía |
Konferenzbeitrag
Conference Paper
|
| 2018 |
Stadtlärm - a distributed system for noise level measurement and noise source identification in a smart city environment
Clauß, Tobias; Abeßer, Jakob; Lukashevich, Hanna; Gräfe, Robert; Häuser, Franz; Kühn, Christian; Sporer, Thomas |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Acoustic scene classification by combining autoencoder-based dimensionality reduction and convolutional neural networks
Abeßer, Jakob; Gräfe, Robert; Lukashevich, Hanna; Mimilakis, Stylianos-Ioannis |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Data-driven solo voice enhancement for jazz music retrieval
Balke, Stefan; Dittmar, Christian; Abeßer, Jakob; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Score-informed analysis of tuning, intonation, pitch modulation, and dynamics in jazz solos
Abeßer, Jakob; Frieler, Klaus; Cano, Estefanía; Pfleiderer, Martin; Zaddach, Wolf-Georg |
Zeitschriftenaufsatz
Journal Article
|
| 2017 |
Deep learning for jazz walking bass transcription
Abeßer, Jakob; Balke, Stefan; Frieler, Klaus; Pfleiderer, Martin; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2017 |
Inside the Jazzomat. New Perspectives for Jazz Research
| Sammelband
Anthology
|
| 2017 |
Instrument-centered music transcription of solo bass guitar recordings
Abeßer, Jakob; Schuller, Gerald |
Zeitschriftenaufsatz
Journal Article
|
| 2016 |
Automatic best take detection for electric guitar and vocal studio recordings
Bönsel, Carsten; Abeßer, Jakob; Grollmisch, Sascha; Mimilakis, Stylianos-Ioannis |
Konferenzbeitrag
Conference Paper
|
| 2016 |
New sonorities for jazz recordings: Separation and mixing using deep neural networks
Mimilakis, Stylianos-Ioannis; Cano, Estefanía; Abeßer, Jakob; Schuller, Gerald |
Konferenzbeitrag
Conference Paper
|
| 2016 |
Midlevel analysis of monophonic jazz solos: A new approach to the study of improvisation
Frieler, Klaus; Pfleiderer, Martin; Zaddach, Wolf-Georg; Abeßer, Jakob |
Zeitschriftenaufsatz
Journal Article
|
| 2016 |
Towards evaluating multiple predominant melody annotations in jazz recordings
Balke, Stefan; Driedger, Jonathan; Abeßer, Jakob; Dittmar, Christian; Müller, Meinard |
Konferenzbeitrag
Conference Paper
|
| 2015 |
New sonorities for early jazz recordings using sound source separation and automatic mixing tools
Matz, Daniel; Cano, Estefanía; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2015 |
Parameter extraction for bass guitar sound models including playing styles
Schuller, Gerald; Abeßer, Jakob; Kehling, Christian |
Konferenzbeitrag
Conference Paper
|
| 2015 |
Score-informed analysis of intonation and pitch modulation in jazz solos
Abeßer, Jakob; Cano, Estefanía; Frieler, Klaus; Pfleiderer, Martin; Zaddach, Wolf-Georg |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Score-informed tracking and contextual analysis of fundamental frequency contours in trumpet and saxophone jazz solos
Abeßer, Jakob; Pfleiderer, Martin; Frieler, Klaus; Zaddach, Wolf-Georg |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Automatic competency assessment of rhythm performances of ninth-grade and tenth-grade pupils
Abeßer, J.; Dittmar, C.; Grollmisch, S.; Hasselhorn, J.; Lehmann, A. |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Instrument-centered music transcription of bass guitar tracks
Abeßer, J.; Schuller, G. |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Automatic tablature transcription of electric guitar recordings by estimation of score- and instrument-related parameters
Kehling, Christian; Abeßer, Jakob; Dittmar, Christian; Schuller, Gerald |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Exploring phrase form structures. Pt.II: Monophonic jazz solos
Frieler, Klaus; Zaddach, Wolf-Georg; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Dynamics in jazz improvisation - score-informed estimation and contextual analysis of tone intensities in trumpet and saxophone solos
Abeßer, Jakob; Cano, Estefanía; Frieler, Klaus; Pfleiderer, Martin |
Konferenzbeitrag
Conference Paper
|
| 2014 |
Automatic style classification of jazz records with respect to rhythm, tempo, and tonality
Eppler, Arndt; Männchen, Andreas; Abeßer, Jakob; Weiss, Christof; Frieler, Klaus |
Konferenzbeitrag
Conference Paper
|
| 2014 |
A GMM Approach to Singing Language Identification
Kruspe, Anna M.; Abeßer, Jakob; Dittmar, Christian |
Konferenzbeitrag
Conference Paper
|
| 2014 |
A multiple-expert framework for instrument recognition
Abeßer, J.; Dittmar, C.; Lukashevich, H.; Grasis, M. |
Konferenzbeitrag
Conference Paper
|
| 2013 |
Introducing the Jazzomat project and the MeloPy library
Frieler, Klaus; Pfleiderer, Martin; Abeßer, Jakob; Zaddach, Wolf-Georg |
Konferenzbeitrag
Conference Paper
|
| 2013 |
Automatic string detection for bass guitar and electric guitar
Abeßer, J. |
Konferenzbeitrag
Conference Paper
|
| 2013 |
Real-time guitar string detection for music education software
Dittmar, Christian; Männchen, Andreas; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2013 |
Introducing the Jazzomat project - Jazz solo analysis using music information retrieval methods
Abeßer, Jakob; Frieler, Klaus; Pfleiderer, Martin; Zaddach, Wolf-Georg |
Konferenzbeitrag
Conference Paper
|
| 2013 |
A multiple-expert framework for instrument recognition
Grasis, Mikus; Abeßer, Jakob; Dittmar, Christian; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2013 |
Automatic quality assessment of vocal and instrumental performances of ninth-grade and tenth-grade pupils
Abeßer, Jakob; Hasselhorn, Johannes; Dittmar, Christian; Lehmann, Andreas; Grollmisch, Sascha |
Konferenzbeitrag
Conference Paper
|
| 2013 |
Towards coarse-scale event detection in music
Kruspe, Anna M.; Abeßer, Jakob; Dittmar, Christian |
Konferenzbeitrag
Conference Paper
|
| 2013 |
Parametric audio coding of bass guitar recordings using a tuned physical modeling algorithm
Abeßer, Jakob; Kramer, Patrick; Dittmar, Christian; Schuller, Gerald |
Konferenzbeitrag
Conference Paper
|
| 2012 |
Classification of music genres based on repetitive basslines
Abeßer, Jakob; Lukashevich, Hanna; Bräuer, Paul |
Zeitschriftenaufsatz
Journal Article
|
| 2012 |
Music information retrieval meets music education
Dittmar, Christian; Cano, Estefanía; Abeßer, Jakob; Grollmisch, Sascha |
Aufsatz in Buch
Book Article
|
| 2012 |
Improved music similarity computation based on tone objects
Krasser, Johannes; Abeßer, Jakob; Cano, E.; Dittmar, C.; Großmann, H. |
Konferenzbeitrag
Conference Paper
|
| 2012 |
Automatic singing assessment of pupil performances
Dittmar, Christian; Abeßer, Jakob; Grollmisch, Sascha; Hasselhorn, Johannes; Lehmann, Andreas |
Konferenzbeitrag
Conference Paper
|
| 2012 |
Automatic string detection for bass guitar and electric guitar
Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2012 |
Automatic and Manual Annotation of Time-Varying Perceptual Properties in Movie Soundtracks
Dhandhania, Vedant; Abeßer, Jakob; Kruspe, Anna; Großmann, Holger |
Konferenzbeitrag
Conference Paper
|
| 2012 |
A digital waveguide model of the electric bass guitar including different playing techniques
Kramer, Patrick; Abeßer, Jakob; Dittmar, Christian; Schuller, Gerald |
Konferenzbeitrag
Conference Paper
|
| 2012 |
Towards cross-modal search and synchronization of music and video streams
Großmann, Holger; Kruspe, Anna; Abeßer, Jakob; Lukashevich, Hanna |
Konferenzbeitrag
Conference Paper
|
| 2011 |
Rule-based classification of musical genres from a global cultural background
Abeßer, Jakob; Lukashevich, Hanna; Dittmar, Christian; Bräuer, Paul; Krause, Fabienne |
Konferenzbeitrag
Conference Paper
|
| 2011 |
Automatic classification of musical pieces into global cultural areas
Kruspe, Anna; Lukashevich, Hanna; Abeßer, Jakob; Großmann, Holger; Dittmar, Christian |
Konferenzbeitrag
Conference Paper
|
| 2011 |
Automatic recognition and parametrization of frequency modulation techniques in bass guitar recordings
Abeßer, Jakob; Dittmar, Christian; Schuller, Gerald |
Konferenzbeitrag
Conference Paper
|
| 2011 |
Artist filtering for non-western music classification
Kruspe, Anna; Lukashevich, Hanna; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2011 |
Modelling musical attributes to characterize two-track recordings with bass and drums
Abeßer, Jakob; Lartillot, Oliver |
Konferenzbeitrag
Conference Paper
|
| 2011 |
Modeling musical attributes to characterize ensemble recordings using rhythmic audio features
Abeßer, Jakob; Lartillot, Oliver; Dittmar, Christian; Eerola, Tuomas; Schuller, Gerald |
Konferenzbeitrag
Conference Paper
|
| 2011 |
Songs2See and GlobalMusic2One: Two applied research projects in music information retrieval at Fraunhofer IDMT
Dittmar, Christian; Großmann, Holger; Cano, Estefania; Grollmisch, Sascha; Lukashevich, Hanna; Abeßer, Jakob |
Konferenzbeitrag
Conference Paper
|
| 2010 |
Drumloop Separation using adaptive Spectrogram Templates
Abeßer, J.; Gärtner, D.; Dittmar, C. |
Konferenzbeitrag
Conference Paper
|
Fraunhofer Institute for Digital Media Technology IDMT