Institute of Computational Perception

Research output

Research output per year 2004 2005 2007 2008 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 641 Conference proceedings
• 124 Master's / Diploma thesis
• 120 Article
• 42 Doctoral thesis
• 49 More
  • 16 Chapter
  • 11 Literature review
  • 7 Preprint
  • 5 Anthology
  • 5 Research report
  • 2 Monograph
  • 2 Other contribution
  • 1 Editorial

Research output per year

Research output per year

Search results

• 2025

  Effective Pre-Training of Audio Transformers for Sound Event Detection

  Schmid, F., Morocutti, T., Foscarin, F., Schlüter, J., Primus, P. & Widmer, G., 2025, (Accepted/In press) Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025). 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Estimating Musical Surprisal in Audio

  Bjare, M., Cantisani, G., Lattner, S. & Widmer, G., 2025, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025),. 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference

  Beck, M., Pöppel, K., Lippe, P., Kurle, R., Blies, P. M., Klambauer, G., Böck, S. & Hochreiter, S., 17 Mar 2025.

  Research output: Working paper and reports › Preprint
• 2024

  (de)Fusion of Score and Performance Representations for Symbolic Music Generation

  Jadidi, T., 2024, 40 p.

  Research output: Thesis › Master's / Diploma thesis

• A Knowledge DistillationApproach to Improving Language-Based Audio Retrieval Models

  Primus, P. & Widmer, G., 2024, Technical report DCASE2024 Challenge, 2024. 5 p. (Detection and Classification of Acoustic Scenes and Events).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios

  Ganhör, C., Moscati, M., Hausberger, A., Nawaz, S. & Schedl, M., 2024, Proceedings of the 18th ACM Conference on Recommender Systems(RecSys), 2024. 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Analysis of Cortical Excitability during Brain-Computer Interface Stroke Rehabilitation of Upper and Lower Extremity

  Sieghartsleitner, S., Sebastián-Romagosa, M., Schreiner, L., Grünwald, J., Cho, W., Ortner, R., Tanakovic, S., Scharinger, J. & Guger, C., Oct 2024, Proceedings of the 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (IEEE MetroXRAINE 2024). p. 1106 - 1111 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• A Synopsis of FAME 2024 Challenge: Associating Faces with Voicesin Multilingual Environments

  Saeed, M. S., Nawaz, S., Moscati, M., Das, R. K., Tahir, M. S., Zaheer, M. Z., Liaquat, M. I., Khan, M. H., Nandakumar, K., Yousaf, M. H. & Schedl, M., 2024, Companion of the 32nd ACM International Conference on Multimedia(MM), 2024. 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Automated Nuclear Morphometry: A Deep Learning Approach for Prognostication in Canine Pulmonary Carcinoma to Enhance Reproducibility

  Glahn, I., Haghofer, A., Donovan, T. A., Degasperi, B., Bartel, A., Kreilmeier-Berger, T., Hyndman, P. S., Janout, H., Assenmacher, C.-A., Bartenschlager, F., Bolfa, P., Dark, M. J., Klang, A., Klopeisch, R., Merz, S., Richter, B., Schulman, Y., Ganz, J., Scharinger, J. & Aubreville, M. & 2 others, Winkler, S. M. & Bertram, C. A., Jun 2024, In: Veterinary Sciences. 11, 16, p. 1-21 21 p., 278.

  Research output: Contribution to journal › Article › peer-review

• Beat this! Accurate beat tracking without DBN postprocessing

  Foscarin, F., Schlüter, J. & Widmer, G., 2024, nternational Society for Music Information Retrieval Conference (ISMIR). 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Brain Artery Segmentation for Structural MRI

  Sabrowski-Hirsch, B., Alshenoudy, A., Thumfart, S., Giretzlehner, M. & Scharinger, J., 2024, In: Medical Imaging with Deep Learning. p. 1-4 4 p.

  Research output: Contribution to journal › Article › peer-review

• Charting the Universe of Metal Music Lyrics and Analyzing Their Relation to Perceived Audio Hardness

  Czedik-Eysenberg, I., Wieczorek, O., Flexer, A. & Reuter, C., 2024, In: Transactions of the International Society for Music Information Retrieval. 7, 1, p. 129 - 143 15 p.

  Research output: Contribution to journal › Article › peer-review

• Cluster and Separate: a GNN Approach to Voice and Staff Prediction for Score Engraving

  Foscarin, F., Karystinaios, E., Nakamura, E. & Widmer, G., 2024, International Society for Music Information Retrieval Conference (ISMIR). 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Computer Vision and AI Methods for Digital Pathology and Microscopy Imaging

  Haghofer, A., 2024, 102 p.

  Research output: Thesis › Doctoral thesis

• Content-driven Music Recommendation: Evolution, State of the Art, and Challenges

  Deldjoo, Y., Schedl, M. & Knees, P., Feb 2024, In: Computer Science Review. 51, 19 p., 100618.

  Research output: Contribution to journal › Article › peer-review

• Content-enriched Popularity Prediction for Music Tracks

  Suleiman, M., 2024, 80 p.

  Research output: Thesis › Master's / Diploma thesis

• Contrastive learning for biometric recognition

  Koller, C., 2024, 93 p.

  Research output: Thesis › Master's / Diploma thesis

• Controlling Surprisal in Music Generation via Information Content Curve Matching

  Bjare, M., Lattner, S. & Widmer, G., 2024, (Accepted/In press) Proceedings of the 25th International Society for Music Information Retrieval Conference (ISMIR) .

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge

  Schmid, F., Primus, P., Heittola, T., Mesaros, A., Martín-Morató, I., Koutini, K. & Widmer, G., Oct 2024, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2024 Workshop (DCASE2024),. 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Deep Reinforcement Learning based Power Split Strategy for Fuel Cell Hybrid Electric Trucks

  Sivaraman Nair, P., 2024, 82 p.

  Research output: Thesis › Master's / Diploma thesis

• Detection and Analysis of Epilepsy Biomarkers in Electrocorticography

  Mohammadpour, M., 2024, 96 p.

  Research output: Thesis › Doctoral thesis

• Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models

  Schmid, F., Koutini, K. & Widmer, G., 2024, In: IEEE/ACM Transactions on Audio, Speech and Language Processing. 32, p. 2227-2241 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters

  Masoudian, S., Volaucnik, C., Schedl, M. & Rekabsaz, N., Mar 2024, Proceedings of European Chapter of the Association for Computational Linguistics (EACL). 20 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Emotion-Based Music Recommendation from Quality Annotations andLarge-Scale User-Generated Tags

  Moscati, M., Strauß, H., Jacobsen, P.-O., Peintner, A., Zangerle, E., Zentner, M. & Schedl, M., 2024, Proceedings of the 32nd ACM Conference on User Modeling,Adaptation and Personalization (UMAP), 2024. 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags

  Moscati, M., Strauß, H., Jacobsen, P.-O., Peintner, A., Zangerle, E., Zentner, M. & Schedl, M., 2024, Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2024). 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Entwicklung von Alltagsanwendungen als Smart Contract auf einer Blockchain mit Bewertung der Benutzerfreundlichkeit und anderer Metriken

  Plavsic, S., 2024, 130 p.

  Research output: Thesis › Master's / Diploma thesis

• Estimated Audio–Caption Correspondences Improve Language-Based Audio Retrieval

  Primus, P., Schmid, F. & Widmer, G., Oct 2024, Proceedings of the 9th Workshop on Detection and Classification ofAcoustic Scenes and Events (DCASE), Tokyo, Japan. p. 121-125 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Evolutionary Grid Optimization and Deep Learning for Improved In Vitro Cellular Spheroid Localization

  Schurr, J., Janout, H., Haghofer, A., Fürsatz, M., Scharinger, J., winkler, S. & Nürnberger, S., Oct 2024, In: Applied Sciences. 14, 20, p. 1-16 16 p., 9476.

  Research output: Contribution to journal › Article › peer-review

• Explainable and Fair Music Recommender Systems

  Melchiorre, A., 2024, 227 p.

  Research output: Thesis › Doctoral thesis

• Face Recognition with Residual Neural Networks

  Thurnher, C., 2024, 88 p.

  Research output: Thesis › Master's / Diploma thesis

• Frame-to-Utterance Convergence: A Spectra-Temporal Approach for Unified Spoofing Detection

  Khan, A., Malik, K. M. & Nawaz, S., 2024, CASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing. 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Fusing Audio and Metadata Embeddings Improves Language-based Audio

  Primus, P. & Widmer, G., 2024, Proceedings of the 32nd European Signal Processing Conference(EUSIPCO), Lyon, France. 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• GraphMuse: A Library for Symbolic Music Graph Processing

  Karystinaios, E. & Widmer, G., 2024, International Society for Music Information Retrieval Conference (ISMIR). 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Improving Audio Spectrogram Transformers ForSound Event Detection Through Multi-Stage Training

  Schmid, F., Primus, P., Morocutti, T., Greif, J. & Widmer, G., 2024, Technical report DCASE2024 Challenge, 2024. 5 p. (Detection and Classification of Acoustic Scenes and Events).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training

  Schmid, F., Primus, P., Morocutti, T., Greif, J. & Widmer, G., 2024, 5 p.

  Research output: Working paper and reports › Research report

• Improving Query-By-Vocal Imitation with Contrastive Learning and Audio Pretraining

  Greif, S., Schmid, F., Primus, P. & Widmer, G., Oct 2024, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2024 Workshop (DCASE2024). 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Introduction to the Special Issue on Trustworthy Recommender Systems

  Schedl, M., Deldjoo, Y., Castells, P. & Yilmaz, E., Nov 2024, In: ACM Transactions on Recommender Systems. 7 p.

  Research output: Contribution to journal › Article › peer-review

• Learning Face-Voice Association

  Wagner, A., Jul 2024, 53 p.

  Research output: Thesis › Master's / Diploma thesis

• Making Alice Appear Like Bob: A Probabilistic PreferenceObfuscation Method For Implicit Feedback Recommendation Models

  Escobedo, G., Moscati, M., Müllner, P., Kopeinik, S., Kowald, D., Lex, E. & Schedl, M., 2024, Proceedings of the European Conference on Machine Learning andPrinciples and Practice of Knowledge Discovery in Databases (ECMLPKDD 2024). 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Measuring Bias in Search Results Through Retrieval List Comparison

  Ratz, L., Schedl, M., Kopeinik, S. & Rekabsaz, N., 2024, Proceedings of the 46th European Conference on Information Retrieval (ECIR 2024). Vol. 14612. 14 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Methodological Advances for Invasive Brain-Computer Interfaces

  Grünwald, J., 2024, 161 p.

  Research output: Thesis › Doctoral thesis

• Modular Debiasing of Latent User Representations in Prototype-Based Recommender Systems

  Melchiorre, A., Masoudian, S., Kumar, D. & Schedl, M., 2024, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024). Vol. 14941. 16 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Multi-Iteration Multi-Stage Fine-Tuning of Transformers for Sound Event Detection with Heterogeneous Datasets

  Schmid, F., Morocutti, T., Greif, J. & Widmer, G., 2024, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2024 Workshop (DCASE2024),. 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Multimodal Reconstruction of Anatomical Structures

  Sabrowsky-Hirsch, B., 2024, 104 p.

  Research output: Thesis › Doctoral thesis

• Multimodal Representation Learning for high-qualityRecommendations in Cold-start and Beyond-Accuracy

  Moscati, M., 2024, Proceedings of the 18th ACM Conference on Recommender Systems(RecSys), 2024. 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Non-Interactive Zero- Knowledge Proofs Based on Hamiltonian Cycles in Large Graphs

  Maier, B., 2024, 110 p.

  Research output: Thesis › Master's / Diploma thesis

• Novel Materials for Brain Computer Interfaces: Perspectives and Aspects of Combination of a Magnetoelectric Stimulator and a Graphene Microtransistor Array Recording System

  Matsoukis, S., Scharinger, J., Covelo, J., Cancino-Fuentes, N., Sanches-Vives, M. V., Edlinger, G. & Guger, C., Sept 2024, Proceedings of the 9th Graz Brain-Computer Interface Conference 2024. p. 489-494 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Object Detection of Cable Lugs

  Ayadi, A., 2024, 74 p.

  Research output: Thesis › Master's / Diploma thesis

• Oh, Behave! Country Representation Dynamics Created by Feedback Loops in Music Recommender Systems

  Lesota, O., Geiger, J., Walder, M., Kowald, D. & Schedl, M., 2024, RecSys '24: Proceedings of the 18th ACM Conference on Recommender Systems. 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

• Online Detection of Epileptic Spikes for use in Epilepsy Monitoring

  Mohammadpour, M., Kapeller, C., Kamada, K., Scharinger, J., Schwarzgruber, M. & Guger, C., Sept 2024, Proceedings of the 9th Graz Brain-Computer Interface Conference 2024. p. 284 - 288 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review