Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection
Johnson, David S.; Lorenz, Wolfgang; Taenzer, Michael; Mimilakis, Stylianos; Grollmisch, Sascha; Abeßer, Jakob; Lukashevich, Hanna
Preprint
2021Ensemble Size Classification in Colombian Andean String Music Recordings
Grollmisch, S.; Cano, E.; Mora Ángel, F.; López Gil, G.
Conference Paper
2020Analyzing the potential of pre-trained embeddings for audio classification tasks
Grollmisch, S.; Cano, E.; Kehling, C.; Taenzer, M.
Conference Paper
2020Compressed air leakage detection using acoustic emissions with neural networks
Johnson, D.; Kirner, J.; Grollmisch, S.; Liebetrau, J.
Conference Paper
2020IAEO3 - Combining OpenL3 Embeddings and Interpolation Autoencoder for Anomalous Sound Detection
Grollmisch, Sascha; Johnson, David; Abeßer, Jakob; Lukashevich, Hanna
Presentation
2020Plastic Material Classification using Neural Network based Audio Signal Analysis
Grollmisch, Sascha; Johnson, David; Krüger, Tobias; Liebetrau, Judith
Conference Paper
2020Techniques improving the robustness of deep learning models for industrial sound analysis
Johnson, D.S.; Grollmisch, S.
Conference Paper
2020Visualizing Neural Network Decisions for Industrial Sound Analysis
Grollmisch, Sascha; Johnson, David; Liebetrau, Judith
Conference Paper
2019ACMUS-MIR: A new annotated data set of Andean Colombian music
Mora-Ángel, Fernando; López Gil, Gustavo A.; Cano, Estefanía; Grollmisch, Sascha
Conference Paper
2019Automatic Chord Recognition in Music Education Applications
Grollmisch, Sascha; Cano, Estefanía
Conference Paper
2019Ensemble size classification in Colombian Andean string music recordings
Grollmisch, Sascha; Cano, Estefanía; Mora-Ãngel, Fernando; López Gil, Gustavo A.
Conference Paper
2019Sounding Industry: Challenges and Datasets for Industrial Sound Analysis
Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith; Lukashevich, Hanna
Conference Paper
2019Towards CNN-based Acoustic Modeling of Seventh Chords for Automatic Chord Recognition
Nadar, Christon-Ragavan; Abeßer, Jakob; Grollmisch, Sascha
Conference Paper
2018Akustische Qualitätskontrolle mit künstlicher Intelligenz
Liebetrau, Judith; Grollmisch, Sascha; Clauß, Tobias
Journal Article
2018Luftschallbasierte Rissdetektion von Metallteilen
Liebetrau, Judith; Grollmisch, Sascha; Nowak, Johannes
Conference Paper
2018Mit maschinellem Lernen zur intelligenten Produktion
Grollmisch, Sascha
Presentation
2018Music Technology and Education
Cano, E.; Dittmar, C.; Abeßer, J.; Kehling, C.; Grollmisch, S.
Book Article
2018Störschallunterdrückung bei Luftschallanalysen in industriellen Fertigungsstrecken
Nowak, Johannes; Grollmisch, Sascha; Cano, Estefanía; Lukashevich, Hanna; Liebetrau, Judith
Conference Paper
2018Telecommunication terminal with voice conversion
Cano Cerón, Estefanía; Grollmisch, Sascha; Lukashevich, Hanna
Patent
2017Exploring sound source separation for acoustic condition monitoring in industrial scenarios
Cano, Estefanía; Nowak, Johannes; Grollmisch, Sascha
Conference Paper
2017Hörbare Fehler. Überwachung von Maschinen und Produkten anhand akustischer Signale
Liebetrau, Judith; Grollmisch, Sascha; Nowak, Johannes
Journal Article
2017Karaoke-System und Verfahren zum Betreiben eines Karaoke-Systems
Cano Cerón, Estefanía; Grollmisch, Sascha; Holly, Steffen
Patent
2017Predictive maintenance. Acoustic condition monitoring via airborne sound analysis
Liebetrau, Judith; Grollmisch, Sascha
Journal Article
2017Soundslike - automatic content-based music annotation and recommendation for large databases
Grollmisch, Sascha; Lukashevich, Hanna
Conference Paper
2017Zisch oder Tzisch? Akustische Qualitätskontrolle in der Getränkeherstellung
Liebetrau, Judith; Grollmisch, Sascha; Clauß, Tobias
Journal Article
2016Automatic best take detection for electric guitar and vocal studio recordings
Bönsel, Carsten; Abeßer, Jakob; Grollmisch, Sascha; Mimilakis, Stylianos-Ioannis
Conference Paper
2014Automatic competency assessment of rhythm performances of ninth-grade and tenth-grade pupils
Abeßer, J.; Hasselhorn, J.; Grollmisch, S.; Dittmar, C.; Lehmann, A.
Conference Paper
2013Automatic quality assessment of vocal and instrumental performances of ninth-grade and tenth-grade pupils
Abeßer, Jakob; Hasselhorn, Johannes; Dittmar, Christian; Lehmann, Andreas; Grollmisch, Sascha
Conference Paper
2012Automatic singing assessment of pupil performances
Dittmar, Christian; Abeßer, Jakob; Grollmisch, Sascha; Hasselhorn, Johannes; Lehmann, Andreas
Conference Paper
2012Music information retrieval meets music education
Dittmar, Christian; Cano, Estefanía; Abeßer, Jakob; Grollmisch, Sascha
Book Article
2012Songs2See. Towards a new generation of music performance games
Cano, E.; Grollmisch, Sascha; Dittmar, Christian
Conference Paper
2011Server based pitch detection for web applications
Grollmisch, S.; Dittmar, C.; Cano, E.; Dressler, K.
Conference Paper
2011Songs2See - Learn to play by playing
Cano, Estefanía; Dittmar, Christian; Grollmisch, Sascha
Conference Paper
2011Songs2See 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
Conference Paper
2011Songs2See: Learn to play by playing
Grollmisch, S.; Cano, E.; Dittmar, C.
Conference Paper
2010Acoustics and Signal Processing in the Development of Music Education Software
Cano, E.; Dittmar, C.; Grollmisch, S.
Conference Paper
2009Concept, implementation and evaluation of an improvisation based music video game
Grollmisch, S.; Dittmar, C.; Gatzsche, G.
Conference Paper