Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Are they Calling my Name? Attention Capture is Reflected in the Neural Tracking of Attended and Ignored Speech
Holtze, Björn; Jaeger, Manuela; Debener, Stefan; Adiloglu, Kamil; Mirkovic, Bojana
Journal Article
2021Deep Neural Network Driven Speech Classification for Relevance Detection in Automatic Medical Documentation
Ahamed, S.; Weiler, G.; Boden, K.; Januschowski, K.; Stennes, M.; McCrae, P.; Bock, C.; Rawein, C.; Petris, M.; Foth, K.; Rohm, K.; Kiefer, S.
Conference Paper
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
2021EEG-Based Intersubject Correlations Reflect Selective Attention in a Competing Speaker Scenario
Rosenkranz, Marc; Holtze, Björn; Jaeger, Manuela; Debener, Stefan
Journal Article
2021Ensemble Size Classification in Colombian Andean String Music Recordings
Grollmisch, S.; Cano, E.; Mora Ángel, F.; López Gil, G.
Conference Paper
2021An Evaluation of Motion Trackers with Virtual Reality Sensor Technology in Comparison to a Marker-Based Motion Capture System Based on Joint Angles for Ergonomic Risk Assessment
Vox, Jan P.; Weber, Anika; Wolf, Karen Insa; Izdebski, Krzysztof; Schüler, Thomas; König, Peter; Wallhoff, Frank; Friemert, Daniel
Journal Article
2021Flex-Printed Ear-EEG Sensors for Adequate Sleep Staging at Home
Silva Souto, Carlos F. da; Pätzold, Wiebke; Wolf, Karen Insa; Paul, Marina; Matthiesen, Ida; Bleichner, Martin G.; Debener, Stefan
Journal Article
2021Informing Piano Multi-Pitch Estimation with Inferred Local Polyphony Based on Convolutional Neural Networks
Taenzer, Michael; Mimilakis, Stylianos I.; Abeßer, Jakob
Journal Article
2021Jazz Bass Transcription Using a U-Net Architecture
Abeßer, J.; Müller, M.
Journal Article
2021Konzept zur Modifizierung eines Lautsprechersignals zur Vermeidung einer Membranüberauslenkung
Ritter, Robin; Fischer, Georg
Patent
2021MEMS Acoustical Actuators: Principles, Challenges and Perspectives
Fritsch, T.; Beer, D.; Küller, J.; Fischer, G.; Zhykhar, A.; Fiedler, M.
Conference Paper
2021OWAS inter-rater reliability
Lins, Christian; Fudickar, Sebastian; Hein, Andreas
Journal Article
2021Simulating MEMS loudspeakers
Fritsch, Tobias; Küller, J.
Presentation
2021Towards Deep Learning Strategies for Transcribing Electroacoustic Music
Nowakowski, M.; Weiß, C.; Abeßer, J.
Conference Paper
2021Wertschöpfung durch Software in Deutschland
Aichroth, Patrick; Bös, Joachim; Sladeczek, Christoph; Bodden, Eric; Liggesmeyer, Peter; Trapp, Mario; Falk Howar; Otto, Boris; Rehof, Jakob; Spiekermann, Markus; Arzt, Steven; Steffen, Barbara; Nouak, Alexander; Köhler, Henning
Report
2020Acoustic Localization of Emergency Vehicle Sirens in Traffic
Ohlenbusch, Mattes; Rollwage, Christian; Bitzer, Joerg
Conference Paper
2020Adaptive compressive onset-enhancement for improved speech intelligibility in noise and reverberation
Bederna, F.; Schepker, H.; Rollwage, C.; Doclo, S.; Pusch, A.; Bitzer, J.; Rennies, J.
Conference Paper
2020Analyzing the potential of pre-trained embeddings for audio classification tasks
Grollmisch, S.; Cano, E.; Kehling, C.; Taenzer, M.
Conference Paper
2020Anonymisierung und Pseudonymisierung von Daten für Projekte des maschinellen Lernens
Aichroth, Patrick; Battis, Verena; Dewes, Andreas; Dibak, Christoph; Doroshenko, Vadym; Geiger, Bernd; Graner, Lukas; Holly, Steffen; Huth, Michael; Kämpgen, Benedikt; Kaulartz, Markus; Mundt, Michael; Rapp, Hermann; Steinebach, Martin; Sushko, Yurii; Swarat, Dominic; Winter, Christian; Weiß, Rebekka
Book
2020Audiologenüberwachtes Selbstanpassungsverfahren von Hörgeräten bei asymmetrischem Hörverlust
Gößwein, Jonathan Albert; Huber, Rainer; Bruns, Tobias; Chalupper, Josef; Kinkel, Martin; Rennies, Jan; Kollmeier, Birger
Conference Paper
2020Beiträge der Maschinenakustik zu einem Design for Acoustics
Adams, Christian; Bös, Joachim; Melz, Tobias
Conference Paper
2020Common Audiological Functional Parameters (CAFPAs) for single patient cases: Deriving statistical models from an expert-labelled data set
Buhl, M.; Warzybok, A.; Schädler, M.R.; Majdani, O.; Kollmeier, B.
Journal Article
2020Compressed air leakage detection using acoustic emissions with neural networks
Johnson, D.; Kirner, J.; Grollmisch, S.; Liebetrau, J.
Conference Paper
2020Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning
Mimilakis, Stylianos Ioannis; Weiss, Christof; Arifi-Müller, Vlora; Abeßer, Jakob; Müller, Meinard
Conference Paper
2020Decoding the Attended Speaker from EEG Using Adaptive Evaluation Intervals Captures Fluctuations in Attentional Listening
Jaeger, Manuela; Mirkovic, Bojana; Bleichner, Martin G.; Debener, Stefan
Journal Article
2020Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation
Pyykkönen, P.; Mimilakis, S.I.; Drossos, K.; Virtanen, T.
Conference Paper
2020Effect of Directional Microphone Technology in Hearing Aids on Neural Correlates of Listening and Memory Effort
Winneke, Axel H.; Schulte, Michael; Vormann, Matthias; Latzel, Matthias
Journal Article
2020Evaluation of the gear noise reduction potential of geometrically uneven inequidistant gears
Neubauer, Philipp; Bös, Joachim; Melz, Tobias
Journal Article
2020Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation
Mimilakis, Stylianos Ioannis; Drossos, Konstantinos; Cano, Estefanía; Schuller, Gerald
Journal Article
2020IAEO3 - Combining OpenL3 Embeddings and Interpolation Autoencoder for Anomalous Sound Detection
Grollmisch, Sascha; Johnson, David; Abeßer, Jakob; Lukashevich, Hanna
Presentation
2020Identifikation urbaner Geräuschquellen mittels maschineller Lernverfahren
Clauß, T.; Abeßer, J.
Journal Article
2020Input-Output Linearization of a MEMS Loudspeaker Using a Hammerstein Model
Belgradskaia, Elena; Fischer, Georg; Zhykhar, Albert; Fritsch, Tobias
Conference Paper
2020Intelligibility-enhancing speech modifications - The Hurricane challenge 2.0
Rennies, J.; Schepker, H.; Valentini-Botinhao, C.; Cooke, M.
Conference Paper
2020Lautsprecher in MEMS-Technologie. Kleinstlautsprecher für mobile Anwendungen
Fritsch, Tobias
Presentation
2020Low-tone planetary gears - feasibility study for gear noise reduction
Neubauer, Philipp; Bös, Joachim; Melz, Tobias
Conference Paper
2020MEMS based speakers - sounds good?!
Beer, Daniel; Küller, Jan; Zhykhar, Albert; Fritsch, Tobias; Männchen, Andreas; Strehle, Steffen; Knechtel, Roy; Bös, Joachim
Conference Paper
2020MEMS-Lautsprecher - ein Paradigmenwechsel
Beer, Daniel; Rusconi, Andrea; Stoppel, Fabian; Ehrig, Lutz
Journal Article
2020One-Shot Parametric Audio Production Style Transfer with Application to Frequency Equalization
Mimilakis, S.I.; Bryan, N.J.; Smaragdis, P.
Conference Paper
2020Periodicity Pitch Perception
Klefenz, F.; Harczos, T.
Journal Article
2020Plastic Material Classification using Neural Network based Audio Signal Analysis
Grollmisch, Sascha; Johnson, David; Krüger, Tobias; Liebetrau, Judith
Conference Paper
2020Prediction of individual speech recognition performance in complex listening conditions
Kubiak, Aleksandra M.; Rennies, Jan; Ewert, Stephan D.; Kollmeier, Birger
Journal Article
2020Qualität hören - Das Gehör des Technikers für die Produktion 4.0
Clauß, Tobias; Liebetrau, Judith
Journal Article
2020A Review of Deep Learning Based Methods for Acoustic Scene Classification
Abeßer, Jakob
Journal Article
2020Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances
Mimilakis, Stylianos I.; Drossos, Konstantinos; Schuller, Gerald
Preprint
2020Robust Drone Detection for Acoustic Monitoring Applications
Ohlenbusch, Mattes; Ahrens, Aike; Rollwage, Christian; Bitzer, Joerg
Conference Paper
2020Schallimmissionen von Luftwärmepumpen. Methodik zur und erste Ergebnisse einer Langzeitmessung im Feld
Nienborg, B.; Oltersdorf, T.; Günther, D.; Henninger, S.; Müller, M.; Rollwage, C.
Presentation
2020Semi-supervised self-adjustment fine-tuning procedure for hearing aids for asymmetrical hearing loss
Gößwein, Jonathan A.; Huber, Rainer; Bruns, Tobias; Chalupper, Josef; Kinkel, Martin; Rennies, Jan; Kollmeier, Birger
Journal Article
2020Single-ended Prediction of Listening Effort for English Speech
Huber, Rainer; Baumgartner, Hannah; Nooromkuttil Krishnan, Vinay; Goetze, Stefan; Rennies-Hochmuth, Jan
Conference Paper
2020Sound Event Detection with Depthwise Separable and Dilated Convolutions
Drossos, Konstantinos; Mimilakis, Stylianos I.; Gharib, Shayan; Li, Yanxiong; Virtanen, Tuomas
Preprint
2020Sound Propagation in Microchannels
Küller, Jan; Zhykhar, Albert; Beer, Daniel
Conference Paper
2020A Study on Spoken Language Identification Using Deep Neural Networks
Draghici, Alexandra; Abeßer, Jakob; Lukashevich, Hanna
Conference Paper
2020Techniques improving the robustness of deep learning models for industrial sound analysis
Johnson, D.S.; Grollmisch, S.
Conference Paper
2020Unsupervised Interpretable Representation Learning for Singing Voice Separation
Mimilakis, Stylianos I.; Drossos, Konstantinos; Schuller, Gerald
Preprint
2020Unsupervised interpretable representation learning for singing voice separation
Mimilakis, S.I.; Drossos, K.; Schuller, G.
Conference Paper
2020Visualizing Neural Network Decisions for Industrial Sound Analysis
Grollmisch, Sascha; Johnson, David; Liebetrau, Judith
Conference Paper
2020Wie hört sich Qualität im industriellen Kontext an? Der Puck macht "pling"!
Kepplinger, Sara; Krüger, Tobias
Journal Article