TU1.PA3.6
SRAD-CLF: Squeak and Rattle Anomaly Detection via Contrastive Learning Framework on Real Industrial Noise Recordings
Zhaoyi Liu, Catholic University of Leuven (KU Leuven), Belgium; Álvaro López-Chilet, Universitat Politècnica de València (UPV), Spain; Dading Chong, Peking University, China; Sam Michiels, Catholic University of Leuven (KU Leuven), Belgium; Jon Ander Gómez, Universitat Politècnica de València (UPV), Spain; Friedrich Wolf-Monheim, David Newton, Ford Motor Company, Germany; Danny Hughes, Catholic University of Leuven (KU Leuven), Belgium
Session:
TU1.PA3: Sound Detection and Classification Poster
Track:
ASMSP - Acoustic, Speech and Music Signal Processing
Location:
Poster Area 3
Presentation Time:
Tue, 27 Aug, 11:00 - 13:00 France Time (UTC +1)
Session Co-Chairs:
Annamaria Mesaros, Tampere University and Paul Baggenstoss, Fraunhofer
Presentation
Discussion
Resources
No resources available.
Session TU1.PA3
TU1.PA3.1: DISCRIMINATIVE NEIGHBORHOOD SMOOTHING FOR GENERATIVE ANOMALOUS SOUND DETECTION
Takuya Fujimura, Nagoya University, Japan; Keisuke Imoto, Doshisha University, Japan; Tomoki Toda, Nagoya University, Japan
TU1.PA3.2: ANOMALOUS SOUND DETECTION FOR ROAD SURVEILLANCE BASED ON GRAPH SIGNAL PROCESSING
Zied Mnasri, University Tunis El Manar, Tunisia; Jhony H. Giraldo, Institut Polytechnique de Paris, France; Thierry Bouwmans, Université La Rochelle, France
TU1.PA3.3: MULTI-SAMPLE DYNAMIC TIME WARPING FOR FEW-SHOT KEYWORD SPOTTING
Kevin Wilkinghoff, Alessia Cornaggia-Urrigshardt, Fraunhofer FKIE, Germany
TU1.PA3.4: DETECTION OF AN APPROXIMATELY PERIODIC SEQUENCE OF PULSES FOR ACOUSTIC CONDITION MONITORING
Jonas Lindenberger, Silicon Austria Labs GmbH, Austria; Christof Pichler, Graz University of Technology, Austria; Stefan Schuster, voestalpine Stahl GmbH, Austria; Oliver Lang, Johannes Kepler University, Austria; Markus Neumayer, Graz University of Technology, Austria; Alexander Haberl, voestalpine Stahl GmbH, Austria; Clemens Staudinger, K1-MET GmbH, Austria; Bernhard Lehner, Silicon Austria Labs GmbH, Austria; Christoph Feilmayr, voestalpine Stahl GmbH, Austria; Hannes Wegleiter, Graz University of Technology, Austria; Mario Huemer, Johannes Kepler University, Austria
TU1.PA3.5: UNS EXTERIOR SPATIAL SOUND EVENTS DATASET FOR URBAN MONITORING
Siniša Suzić, University of Novi Sad, Serbia; Irene Martin-Morato, Tampere University, Finland; Nikola Simić, University of Novi Sad, Serbia; Charitha Raghavaraju, Toni Heittola, Tampere University, Finland; Vuk Stanojev, Dragana Bajović, University of Novi Sad, Serbia
TU1.PA3.6: SRAD-CLF: Squeak and Rattle Anomaly Detection via Contrastive Learning Framework on Real Industrial Noise Recordings
Zhaoyi Liu, Catholic University of Leuven (KU Leuven), Belgium; Álvaro López-Chilet, Universitat Politècnica de València (UPV), Spain; Dading Chong, Peking University, China; Sam Michiels, Catholic University of Leuven (KU Leuven), Belgium; Jon Ander Gómez, Universitat Politècnica de València (UPV), Spain; Friedrich Wolf-Monheim, David Newton, Ford Motor Company, Germany; Danny Hughes, Catholic University of Leuven (KU Leuven), Belgium
TU1.PA3.7: Exploring Green AI for Audio Deepfake Detection
Subhajit Saha, Md Sahidullah, Swagatam Das, TCG Centres for Research and Education in Science and Technology, India
TU1.PA3.8: SYMBOLIC-DOMAIN MUSICAL INSTRUMENT CLASSIFICATION USING KNOWLEDGE DISTILLATION FROM AUDIO-TEACHER TO SYMBOLIC-STUDENT
Shun Sawada, Tokyo University of Science, Japan
TU1.PA3.9: Detection of Deepfake Environmental Audio
Hafsa Ouajdi, Oussama Hadder, Centrale Nantes, France; Modan Tailleur, Mathieu Lagrange, LS2N, CNRS, Centrale Nantes, Nantes University, France; Laurie Heller, Carnegie Mellon University, United States
TU1.PA3.10: Projected Belief Networks with Discriminative Alignment for Classifying Marine Mammals
Paul Baggenstoss, Fraunhofer, Germany