Fachpublikationen

Diese Übersicht der Veröffentlichungen der Wissenschaftlerinnen und Wissenschaftler des Fraunhofer IDMT enthält Bücher, Zeitschriftenbeiträge, Aufsätze aus Büchern oder Konferenz- und Tagungsbänden sowie Hochschulschriften und Forschungsberichte.

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2020

Fraunhofer IDMT: publication list
YearTitle/AuthorDocument Type
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: Eine Handreichung für Unternehmen
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: An Electroencephalographic Study
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: Technical Report at DCASE 2020, Challenge, 5th Workshop on Detection and Classification of Acoustic Scenes and Events, Task 2: Unsupervised Detection of Anomalous Sounds for Machine Condition MonitoringNovember 2-4 2020, virtually, (http://dcase.community/challenge2020/task-unsupervised-detection-of-anomalous-sounds-results)
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: Vortrag gehalten auf der Polytec Anwenderkonferenz, 01.12.2020, Online
Fritsch, Tobias
Presentation
Fulltext
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: Published on arXiv
Mimilakis, Stylianos I.; Drossos, Konstantinos; Schuller, Gerald
Paper
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: Vortrag gehalten bei der Deutschen Kälte- und Klimatagung 2020, Freiburg, 20. November 2020, Online
Nienborg, B.; Oltersdorf, T.; Günther, D.; Henninger, S.; Müller, M.; Rollwage, C.
Presentation
Fulltext
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: Published on arXiv
Drossos, Konstantinos; Mimilakis, Stylianos I.; Gharib, Shayan; Li, Yanxiong; Virtanen, Tuomas
Paper
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: Camera-ready version for EUSIPCO 2020. Published on arXiv
Mimilakis, Stylianos I.; Drossos, Konstantinos; Schuller, Gerald
Presentation
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