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
2020IAEO3 - Combining OpenL3 Embeddings and Interpolation Autoencoder for Anomalous Sound Detection
Grollmisch, Sascha; Johnson, David; Abeßer, Jakob; Lukashevich, Hanna
Presentation
2020A Study on Spoken Language Identification Using Deep Neural Networks
Draghici, Alexandra; Abeßer, Jakob; Lukashevich, Hanna
Conference Paper
2019Anwendung von (Luft-)Schallanalyse als ein Verfahren der berührungslosen Qualitätssicherung für die vorausschauende Wartung
Helbig, Mareike; Clauss, Tobias; Kepplinger, Sara; Lukashevich, Hanna
Conference Paper
2019Apparatus and method for providing a fingerprint of an input signal
Cano Cerón, Estefanía; Lukashevich, Hanna; Kramer, Patrick
Patent
2019Deep Neural Network Approaches for Selective Hearing based on Spatial Data Simulation
Hestermann, Simon; Lukashevich, Hanna; Sladeczek, Christoph
Conference Paper
2019Investigating CNN-based Instrument Family Recognition for Western Classical Music Recordings
Taenzer, Michael; Abeßer, Jakob; Mimilakis, Stylianos I.; Weiss, Christof; Müller, Meinard; Lukashevich, Hanna
Conference Paper
2019Selective Hearing. A Machine Listening Perspective
Cano, Estefania; Lukashevich, Hanna
Conference Paper
2019Sounding Industry: Challenges and Datasets for Industrial Sound Analysis
Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith; Lukashevich, Hanna
Conference Paper
2018A 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
Conference Paper
2018Stadtlärm - 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
Conference Paper
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
2017Acoustic scene classification by combining autoencoder-based dimensionality reduction and convolutional neural networks
Abeßer, Jakob; Mimilakis, Stylianos-Ioannis; Gräfe, Robert; Lukashevich, Hanna
Conference Paper
2017Automatic speech/music discrimination for broadcast signals
Kruspe, Anna M.; Zapf, Dominik; Lukashevich, Hanna
Conference Paper
2017Soundslike - automatic content-based music annotation and recommendation for large databases
Grollmisch, Sascha; Lukashevich, Hanna
Conference Paper
2015Assessing the performance of a semi-automated acoustic monitoring system for primates
Heinicke, Stefanie; Kalan, Ammie K.; Wagner, Oliver J.J.; Mundry, Roger; Lukashevich, Hanna; Kühl, Hjalmar S.; Jones, Kate
Journal Article
2014Confidence measures in automatic music classification
Lukashevich, Hanna
Conference Paper
2014A mid-level approach to local tonality analysis: Extracting key signatures from audio
Weiss, C.; Cano, E.; Lukashevich, Hanna
Conference Paper
2013A multiple-expert framework for instrument recognition
Grasis, Mikus; Abeßer, Jakob; Dittmar, Christian; Lukashevich, Hanna
Conference Paper
2012Applying multiple kernel learning to automatic genre classification
Lukashevich, Hanna
Conference Paper
2012Classification of music genres based on repetitive basslines
Abeßer, Jakob; Lukashevich, Hanna; Bräuer, Paul
Journal Article
2012Towards cross-modal search and synchronization of music and video streams
Großmann, Holger; Kruspe, Anna; Abeßer, Jakob; Lukashevich, Hanna
Conference Paper
2011Artist filtering for non-western music classification
Kruspe, Anna; Lukashevich, Hanna; Abeßer, Jakob
Conference Paper
2011Automatic classification of musical pieces into global cultural areas
Kruspe, Anna; Lukashevich, Hanna; Abeßer, Jakob; Großmann, Holger; Dittmar, Christian
Conference Paper
2011Rule-based classification of musical genres from a global cultural background
Abeßer, Jakob; Lukashevich, Hanna; Dittmar, Christian; Bräuer, Paul; Krause, Fabienne
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
2010Bass Playing Style Detection based on High-Level Features and Pattern Similarity
Abeßer, Jakob; Bräuer, Paul; Lukashevich, Hanna; Schuller, Gerald
Conference Paper
2010Feature selection in clustering with constraints: Application to active exploration of music collections
Mercado, Pedro; Lukashevich, Hanna
Conference Paper
2010Feature-based extraction of plucking and expression styles of the electric bass guitar
Abeßer, Jakob; Lukashevich, Hanna; Schuller, Gerald
Conference Paper
2010Improving GMM Classifiers by Preliminary One-class SVM Outlier Detection: Application to Automatic Music Mood Estimation
Lukashevich, Hanna; Dittmar, C.
Conference Paper
2009Applying statistical models and parametric distance measures for music similarity search
Lukashevich, Hanna; Dittmar, Christian; Bastuck, Christoph
Conference Paper
2009Feature selection vs. Feature Space Transformation in automatic music genre classification tasks
Lukashevich, Hanna
Conference Paper
2009From multi-labeling to multi-domain-labeling: A novel two-dimensional approach to music genre classification
Lukashevich, Hanna; Abeßer, Jakob; Dittmar, Christian; Großmann, Holger
Conference Paper
2009Genre classification using bass-related high-level features and playing styles
Abeßer, Jakob; Lukashevich, Hanna; Dittmar, Christian; Schuller, Gerald
Conference Paper
2009Music search and recommendation
Brandenburg, Karlheinz; Dittmar, Christian; Gruhne, Matthias; Abeßer, Jakob; Lukashevich, Hanna; Dunker, Peter; Gärtner, D.; Wolter, Kay; Nowak, Stefanie; Großmann, Holger
Book Article
2008Towards quantitative measures of evaluating song segmentation
Lukashevich, Hanna
Conference Paper
2007Effective singing voice detection in popular music using ARMA filtering
Lukashevich, Hanna; Gruhne, Matthias; Dittmar, Christian
Conference Paper