Publications
- 2023
- Published
Semi-supervised Learning for Acoustic Vision Monitoring of Tendons in Pre-stressed Concrete Bridges
Lange, A., Käding, M., Xu, R., Marx, S. & Ostermann, J., 2023, Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring. Farhangdoust, S., Guemes, A. & Chang, F-K. (eds.). p. 1150-1157 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
Uncertainty-aware remaining useful life prediction for predictive maintenance using deep learning
Xuan, Q. L., Adhisantoso, Y. G., Munderloh, M. & Ostermann, J., 2023, In: Procedia CIRP. 118, p. 116-121 6 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Uncertainty Estimation for Connectionist Temporal Classification Based Automatic Speech Recognition
Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., Lüdtke, U. & Ostermann, J., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 4583-4587 5 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Vector-Quantized Feedback Recurrent Autoencoders for the Compression of the Stimulation Patterns of Cochlear Implants at Zero Delay
Hinrichs, R., Bilsky, J. & Ostermann, J., 2023, 2023 24th International Conference on Digital Signal Processing: DSP. Institute of Electrical and Electronics Engineers Inc., (International Conference on Digital Signal Processing, DSP; vol. 2023-June).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Wire Break Detection in Bridge Tendons Using Low-Frequency Acoustic Emissions
Lange, A., Käding, M., Hinrichs, R., Ostermann, J. & Marx, S., 2023, European Workshop on Structural Health Monitoring, EWSHM 2022, Volume 3. Rizzo, P. & Milazzo, A. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 1024-1033 10 p. (Lecture Notes in Civil Engineering; vol. 270 LNCE).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2022
- Published
Convolutional neural networks for the classification of guitar effects and extraction of the parameter settings of single and multi-guitar effects from instrument mixes
Hinrichs, R., Gerkens, K., Lange, A. & Ostermann, J., Dec 2022, In: Eurasip Journal on Audio, Speech, and Music Processing. 2022, 1, 28.Research output: Contribution to journal › Article › Research › peer review
- Published
Accurate Quantification of Anthocyanin in Red Flesh Apples Using Digital Photography and Image Analysis
Grimm, E., Kuhnke, F., Gajdt, A., Ostermann, J. & Knoche, M., Feb 2022, In: Horticulturae. 8, 2, 145.Research output: Contribution to journal › Article › Research › peer review
- Published
Classification of Guitar Effects and Extraction of Their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks.
Hinrichs, R., Gerkens, K. & Ostermann, J., 2022, Artificial Intelligence in Music, Sound, Art and Design: 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings. Martins, T., Rodríguez-Fernández, N. & Rebelo, S. M. (eds.). p. 101-116 16 p. (Lecture Notes in Computer Science (LNCS); vol. 13221).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Contact Matrix Compressor
Adhisantoso, Y. G. & Ostermann, J., 2022, Proceedings - DCC 2022: 2022 Data Compression Conference. Bilgin, A., Marcellin, M. W., Serra-Sagrista, J. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 399-408 10 p. (Data Compression Conference Proceedings; vol. 2022-March).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Fault Detection in Multi-stage Manufacturing to Improve Process Quality
Kellermann, C., Selmi, A., Brown, D. & Ostermann, J., 2022, 2022 International Conference on Control, Automation and Diagnosis, ICCAD 2022. Institute of Electrical and Electronics Engineers Inc., ( International Conference on Control, Automation and Diagnosis).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Impact of Spatial Resolution and Zoom on Interpreter-Based Evaluation of Compressed SAR Images
Pestel-Schiller, U. & Ostermann, J., 2022, EUSAR 2022 - 14th European Conference on Synthetic Aperture Radar. Institute of Electrical and Electronics Engineers Inc., p. 565-569 5 p. (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR; vol. 2022-July).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Improved Compression of Artificial Neural Networks through Curvature-Aware Training
Hinrichs, R., Liang, K., Lu, Z. & Ostermann, J., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Improving Phonetic Transcriptions of Children’s Speech by Pronunciation Modelling with Constrained CTC-Decoding
Rumberg, L., Gebauer, C., Ehlert, H., Lüdtke, U. & Ostermann, J., 2022, Interspeech 2022. p. 1357-1361 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
kidsTALC: A Corpus of 3- to 11-year-old German Children's Connected Natural Speech
Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., Bornholt, L., Ostermann, J. & Lüdtke, U., 2022, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 5160-5164 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Lossless Compression at Zero Delay of the Electrical Stimulation Patterns of Cochlear Implants for Wireless Streaming of Audio Using Artificial Neural Networks
Hinrichs, R., Ehmann, L., Heise, H. & Ostermann, J., 2022, 2022 7th International Conference on Frontiers of Signal Processing, ICFSP 2022. Institute of Electrical and Electronics Engineers Inc., p. 159-164 6 p. (2022 7th International Conference on Frontiers of Signal Processing, ICFSP 2022).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Neural Network-based Error Concealment for B-Frames in VVC
Benjak, M., Aust, N., Samayoa, Y. & Ostermann, J., 2022, IEEE International Symposium on Circuits and Systems, ISCAS 2022. Institute of Electrical and Electronics Engineers Inc., p. 511-515 5 p. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2022-May).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Prediction of variable forecast horizons with artificial neural networks by embedding the temporal resolution warping
Kellermann, C., Neumann, E. & Ostermann, J., 2022, 2022 International Conference on Control, Automation and Diagnosis, ICCAD 2022. Institute of Electrical and Electronics Engineers Inc., ( International Conference on Control, Automation and Diagnosis).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Semantic Segmentation Of Natural And Man-Made Fruits Using A Spatial-Spectral Two-Branches-Cnn For Sparse Data
Pestel-Schiller, U., Yang, Y. & Ostermann, J., 2022, 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2022-September).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Vector-Quantized Zero-Delay Deep Autoencoders for the Compression of Electrical Stimulation Patterns of Cochlear Implants using STOI
Hinrichs, R., Ortmann, F. & Ostermann, J., 2022, 2022 IEEE-EMBS Conference on Biomedical Engineering and Sciences : (IECBES). Institute of Electrical and Electronics Engineers Inc., p. 165-170 6 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2021
- Published
Fully-automated root image analysis (faRIA)
Narisetti, N., Henke, M., Seiler, C., Junker, A., Ostermann, J., Altmann, T. & Gladilin, E., Dec 2021, In: Scientific reports. 11, 1, 16047.Research output: Contribution to journal › Article › Research › peer review