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
2018Plausible augmentation of auditory scenes using dynamic binaural synthesis for personalized auditory realities
Brandenburg, K.; Cano, E.; Klein, F.; Köllmer, T.; Lukashevich, H.; Neidhardt, A.; Sloma, U.; Werner, S.
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
2014A multiple-expert framework for instrument recognition
Grasis, M.; Abeßer, J.; Dittmar, C.; Lukashevich, H.
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
2010Applying Constrained Clustering for Active Exploration of Music Collections
Mercado, P.; Lukashevich, H.
Conference Paper
2010Automated classification of film scenes based on film grammar
Lanz, C.; Lukashevich, H.; Nowak, S.
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
2010Performance measures for multilabel evaluation: a case study in the area of image classification
Nowak, S.; Lukashevich, H.; Dunker, P.; Rüger, S.
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
2009Feature Selection vs. Feature Space Transformation in Music Genre Classification Framework
Lukashevich, H.
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
2009Multilabel classification evaluation using ontology information
Nowak, S.; Lukashevich, H.
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
2009Using one-class SVM outliers detection for verification of collaboratively tagged image training sets
Lukashevich, H.; Nowak, S.; Dunker, P.
Conference Paper
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