Publications 2020 - Fraunhofer IDMT

2020

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2020	A Review of Deep Learning Based Methods for Acoustic Scene Classification Abeßer, Jakob	Zeitschriftenaufsatz Journal Article
2020	Beiträge der Maschinenakustik zu einem Design for Acoustics Adams, Christian; Bös, Joachim; Melz, Tobias	Konferenzbeitrag Conference Paper
2020	Anonymisierung 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	Buch Book
2020	Vertrauenswürdige KI im Medienkontext Aichroth, Patrick; Lukashevich, Hanna	Zeitschriftenaufsatz Journal Article
2020	Single-ended Prediction of Listening Effort for English Speech Baumgartner, Hannah; Huber, Rainer; Nooromkuttil Krishnan, Vinay; Goetze, Stefan; Rennies, Jan	Konferenzbeitrag Conference Paper
2020	MEMS-Lautsprecher - ein Paradigmenwechsel Beer, Daniel; Rusconi, Andrea; Stoppel, Fabian; Ehrig, Lutz	Zeitschriftenaufsatz Journal Article
2020	MEMS based speakers - sounds good?! Beer, Daniel; Küller, Jan; Zhykhar, Albert; Fritsch, Tobias; Männchen, Andreas; Strehle, Steffen; Knechtel, Roy; Bös, Joachim	Konferenzbeitrag Conference Paper
2020	Input-Output Linearization of a MEMS Loudspeaker Using a Hammerstein Model Belgradskaia, Elena; Fischer, Georg; Zhykhar, Albert; Fritsch, Tobias	Konferenzbeitrag Conference Paper
2020	Adaptive compressive onset-enhancement for improved speech intelligibility in noise and reverberation Bitzer, J.; Bederna, F.; Schepker, H.; Pusch, A.; Doclo, Simon; Rennies, Jan; Rollwage, C.	Konferenzbeitrag Conference Paper
2020	Robust Drone Detection for Acoustic Monitoring Applications Bitzer, Joerg; Ohlenbusch, Mattes; Ahrens, Aike; Rollwage, Christian	Konferenzbeitrag Conference Paper
2020	Acoustic Localization of Emergency Vehicle Sirens in Traffic Bitzer, Joerg; Ohlenbusch, Mattes; Rollwage, Christian	Konferenzbeitrag Conference Paper
2020	One-Shot Parametric Audio Production Style Transfer with Application to Frequency Equalization Bryan, N.J.; Smaragdis, P.; Mimilakis, S.I.	Konferenzbeitrag Conference Paper
2020	Common 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.	Zeitschriftenaufsatz Journal Article
2020	Identifikation urbaner Geräuschquellen mittels maschineller Lernverfahren Clauß, T.; Abeßer, Jakob	Zeitschriftenaufsatz Journal Article
2020	Qualität hören - Das Gehör des Technikers für die Produktion 4.0 Clauß, Tobias; Liebetrau, Judith	Zeitschriftenaufsatz Journal Article
2020	A Study on Spoken Language Identification Using Deep Neural Networks Draghici, Alexandra; Abeßer, Jakob; Lukashevich, Hanna	Konferenzbeitrag Conference Paper
2020	Sound Event Detection with Depthwise Separable and Dilated Convolutions Drossos, Konstantinos; Mimilakis, Stylianos I.; Gharib, Shayan; Li, Yanxiong; Virtanen, Tuomas	Paper
2020	Lautsprecher in MEMS-Technologie. Kleinstlautsprecher für mobile Anwendungen Fritsch, Tobias	Vortrag Presentation
2020	Techniques improving the robustness of deep learning models for industrial sound analysis Grollmisch, S.; Johnson, D.S.	Konferenzbeitrag Conference Paper
2020	IAEO3 - Combining OpenL3 Embeddings and Interpolation Autoencoder for Anomalous Sound Detection Grollmisch, Sascha; Johnson, David; Abeßer, Jakob; Lukashevich, Hanna	Vortrag Presentation
2020	Visualizing Neural Network Decisions for Industrial Sound Analysis Grollmisch, Sascha; Johnson, David; Liebetrau, Judith	Konferenzbeitrag Conference Paper
2020	Analyzing the potential of pre-trained embeddings for audio classification tasks Grollmisch, Sascha; Kehling, Christian; Taenzer, Michael; Cano, E.	Konferenzbeitrag Conference Paper
2020	Plastic Material Classification using Neural Network based Audio Signal Analysis Grollmisch, Sascha; Johnson, David; Krüger, Tobias; Liebetrau, Judith	Konferenzbeitrag Conference Paper
2020	Semi-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	Zeitschriftenaufsatz Journal Article
2020	Audiologenüberwachtes Selbstanpassungsverfahren von Hörgeräten bei asymmetrischem Hörverlust Huber, Rainer; Bruns, Tobias; Chalupper, Josef; Kinkel, Martin; Kollmeier, Birger; Gößwein, Jonathan Albert; Rennies, Jan	Konferenzbeitrag Conference Paper
2020	Decoding the Attended Speaker from EEG Using Adaptive Evaluation Intervals Captures Fluctuations in Attentional Listening Jaeger, Manuela; Mirkovic, Bojana; Bleichner, Martin G.; Debener, Stefan	Zeitschriftenaufsatz Journal Article
2020	Compressed air leakage detection using acoustic emissions with neural networks Johnson, D.; Kirner, J.; Grollmisch, Sascha; Liebetrau, Judith	Konferenzbeitrag Conference Paper
2020	Wie hört sich Qualität im industriellen Kontext an? Der Puck macht "pling"! Kepplinger, Sara; Krüger, Tobias	Zeitschriftenaufsatz Journal Article
2020	Periodicity Pitch Perception Klefenz, F.; Harczos, T.	Zeitschriftenaufsatz Journal Article
2020	Prediction of individual speech recognition performance in complex listening conditions Kubiak, Aleksandra M.; Rennies, Jan; Ewert, Stephan D.; Kollmeier, Birger	Zeitschriftenaufsatz Journal Article
2020	Sound Propagation in Microchannels Küller, Jan; Zhykhar, Albert; Beer, Daniel	Konferenzbeitrag Conference Paper
2020	Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation Mimilakis, S.I.; Pyykkönen, P.; Drossos, K.; Virtanen, T.	Konferenzbeitrag Conference Paper
2020	Unsupervised interpretable representation learning for singing voice separation Mimilakis, S.I.; Drossos, K.; Schuller, G.	Konferenzbeitrag Conference Paper
2020	Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances Mimilakis, Stylianos I.; Drossos, Konstantinos; Schuller, Gerald	Paper
2020	Unsupervised Interpretable Representation Learning for Singing Voice Separation Mimilakis, Stylianos I.; Drossos, Konstantinos; Schuller, Gerald	Vortrag Presentation
2020	Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation Mimilakis, Stylianos Ioannis; Drossos, Konstantinos; Cano, Estefanía; Schuller, Gerald	Zeitschriftenaufsatz Journal Article
2020	Cross-Version Singing Voice Detection in Opera Recordings: Challenges for Supervised Learning Mimilakis, Stylianos Ioannis; Weiss, Christof; Arifi-Müller, Vlora; Abeßer, Jakob; Müller, Meinard	Konferenzbeitrag Conference Paper
2020	Low-tone planetary gears - feasibility study for gear noise reduction Neubauer, Philipp; Bös, Joachim; Melz, Tobias	Konferenzbeitrag Conference Paper
2020	Evaluation of the gear noise reduction potential of geometrically uneven inequidistant gears Neubauer, Philipp; Bös, Joachim; Melz, Tobias	Zeitschriftenaufsatz Journal Article
2020	Schallimmissionen von Luftwärmepumpen. Methodik zur und erste Ergebnisse einer Langzeitmessung im Feld Nienborg, B.; Oltersdorf, T.; Günther, D.; Henninger, S.; Müller, M.; Rollwage, C.	Vortrag Presentation
2020	Intelligibility-enhancing speech modifications - The Hurricane challenge 2.0 Rennies, Jan; Schepker, H.; Valentini-Botinhao, C.; Cooke, M.	Konferenzbeitrag Conference Paper
2020	Effect of Directional Microphone Technology in Hearing Aids on Neural Correlates of Listening and Memory Effort Winneke, Axel H.; Schulte, Michael; Vormann, Matthias; Latzel, Matthias	Zeitschriftenaufsatz Journal Article

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2020

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