Research Publications

The following page provides an overview of publications, including books, journal papers, conference proceedings as well as dissertations and research reports, published by researches of the Fraunhofer Institute for Digital Media Technology IDMT

For further research please use our database "Fraunhofer-Publica".

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 Vertrauenswürdige KI im Medienkontext
Aichroth, Patrick; Lukashevich, Hanna
Zeitschriftenaufsatz
Journal Article
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 Adaptive 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.
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 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, J.
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 Analyzing the potential of pre-trained embeddings for audio classification tasks
Grollmisch, S.; Cano, E.; Kehling, C.; Taenzer, M.
Konferenzbeitrag
Conference Paper
2020 Visualizing Neural Network Decisions for Industrial Sound Analysis
Grollmisch, Sascha; Johnson, David; Liebetrau, Judith
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 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
Gößwein, Jonathan Albert; Huber, Rainer; Bruns, Tobias; Chalupper, Josef; Kinkel, Martin; Rennies, Jan; Kollmeier, Birger
Konferenzbeitrag
Conference Paper
2020 Single-ended Prediction of Listening Effort for English Speech
Huber, Rainer; Baumgartner, Hannah; Nooromkuttil Krishnan, Vinay; Goetze, Stefan; Rennies-Hochmuth, 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, S.; Liebetrau, J.
Konferenzbeitrag
Conference Paper
2020 Techniques improving the robustness of deep learning models for industrial sound analysis
Johnson, D.S.; Grollmisch, S.
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 One-Shot Parametric Audio Production Style Transfer with Application to Frequency Equalization
Mimilakis, S.I.; Bryan, N.J.; Smaragdis, P.
Konferenzbeitrag
Conference Paper
2020 Unsupervised interpretable representation learning for singing voice separation
Mimilakis, S.I.; Drossos, K.; Schuller, G.
Konferenzbeitrag
Conference Paper
2020 Unsupervised Interpretable Representation Learning for Singing Voice Separation
Mimilakis, Stylianos I.; Drossos, Konstantinos; Schuller, Gerald
Vortrag
Presentation
2020 Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances
Mimilakis, Stylianos I.; Drossos, Konstantinos; Schuller, Gerald
Paper
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 Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation
Mimilakis, Stylianos Ioannis; Drossos, Konstantinos; Cano, Estefanía; Schuller, Gerald
Zeitschriftenaufsatz
Journal Article
2020 Evaluation of the gear noise reduction potential of geometrically uneven inequidistant gears
Neubauer, Philipp; Bös, Joachim; Melz, Tobias
Zeitschriftenaufsatz
Journal Article
2020 Low-tone planetary gears - feasibility study for gear noise reduction
Neubauer, Philipp; Bös, Joachim; Melz, Tobias
Konferenzbeitrag
Conference Paper
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 Acoustic Localization of Emergency Vehicle Sirens in Traffic
Ohlenbusch, Mattes; Rollwage, Christian; Bitzer, Joerg
Konferenzbeitrag
Conference Paper
2020 Robust Drone Detection for Acoustic Monitoring Applications
Ohlenbusch, Mattes; Ahrens, Aike; Rollwage, Christian; Bitzer, Joerg
Konferenzbeitrag
Conference Paper
2020 Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation
Pyykkönen, P.; Mimilakis, S.I.; Drossos, K.; Virtanen, T.
Konferenzbeitrag
Conference Paper
2020 Intelligibility-enhancing speech modifications - The Hurricane challenge 2.0
Rennies, J.; 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
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica