Grätzel, M.; Other, S.; Stoll, B.; Rohe, M.; Hasieber, M.; Löhn, T.; Hildebrand, J.; Bergmann, J. P. (Production Technology Group, TU Ilmenau); Kátai, A.; Breitbarth, K.; Bös, J. (Fraunhofer IDMT):
Investigation of the directional characteristics of the emitted airborne sound by Friction Stir Welding for online process monitoring (Poster)
2nd International Conference on Advanced Joining Processes (AJP 2021)
Johnson, David S.; Lorenz, Wolfgang; Tänzer, Michael; Mimilakis, Stylianos; Grollmisch, Sascha; Abeßer, Jakob; Lukashevich, Hanna:
DESED-FL and URBAN-FL: Federated LearningDatasets for Sound Event Detection
29th European Signal Processing Conference, EUSIPCO 2021
Abeßer, Jakob; Gourishetti, Saichand; Kátai, András; Clauß, Tobias; Sharma, Prachi; Liebetrau, Judith:
IDMT-Traffic: An Open Benchmark Dataset forAcoustic Traffic Monitoring Research
29th European Signal Processing Conference, EUSIPCO 2021
Gourishetti, Saichand; Johnson, David; Werner, Sara; Kátai, András; Holstein, Peter (SONOTEC GmbH):
Partial discharge monitoring using deep neural networks with acoustic emission
Inter-Noise 2021 Congress
Grollmisch, Sascha; Cano, Estefanía:
Improving Semi-Supervised Learning for Audio Classification with FixMatch
Special Issue Machine Learning Applied to Music/Audio Signal Processing, MDPI, 2021
Johnson, David; Grollmisch, Sascha:
Techniques Improving the Robustness of Deep Learning Models for Industrial Sound Analysis
28th European Signal Processing Conference EUSIPCO 2020
Grollmisch, Sascha (TU Ilmenau); Johnson, David and Liebetrau, Judith (Fraunhofer IDMT):
Visualizing Neural Network Decisions for Industrial Sound Analysis
Proceedings SMSI 2020 – Sensor and Measurement Science International (conference was cancelled)
Grollmisch, Sascha (TU Ilmenau); Johnson, David; Krüger, Tobias and Liebetrau, Judith (Fraunhofer IDMT):
Plastic Material Classification using Neural Network based Audio Signal Analysis
Proceedings SMSI 2020 – Sensor and Measurement Science International (conference was cancelled)
Foss, Jeremy; Shirley, Ben; Malheiro, Benedita; Kepplinger, Sara; Nixon, Lyndon; Philipp, Basil; Mezaris, Vasilieos; Ulisses, Alexandre:
DataTV 2019: 1st International Workshop on Data-Driven Personalisation of Television
Proceedings of the 2019 ACM International Conference on Interactive Experiences for TV and Online Video, Salford (Manchester), United Kingdom
Fraunhofer Institute for Digital Media Technology IDMT