Department of Computer Graphics and Multimedia

Author Title (all words) Keywords (any word) Year Years Publication Type

2024

PECHER Branislav, SRBA Ivan and BIELIKOVÁ Mária. A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness. ACM Computing Surveys, vol. 57, no. 1, 2024, pp. 1-40. ISSN 0360-0300. Detail
KAPINUS Michal, BERAN Vítězslav, MATERNA Zdeněk and BAMBUŠEK Daniel. Augmented Reality Spatial Programming Paradigm Applied to End-User Robot Programming. Robotics and Computer-Integrated Manufacturing, vol. 89, no. 89, 2024, pp. 1-13. ISSN 0736-5845. Detail
CHLUBNA Tomáš, MILET Tomáš and ZEMČÍK Pavel. Automatic 3D-Display-Friendly Scene Extraction from Video Sequences and Optimal Focusing Distance Identification. Multimedia Tools and Applications, vol. 83, no. 7, 2024, pp. 1-29. ISSN 1573-7721. Detail
HANÁK Jiří, NOVÁK Jiří and CHUDÝ Peter. Cognitive Modeling Approach for Generating Authentic Tactical Agent Behavior. In: AIAA/IEEE Digital Avionics Systems Conference - Proceedings. San Diego: Institute of Electrical and Electronics Engineers, 2024, pp. 1-15. ISBN 979-8-3503-4961-0. Detail
KUNEŠOVÁ Marie, ZAJÍC Zbyněk, ŠMÍDL Luboš and KARAFIÁT Martin. Comparison of wav2vec 2.0 models on three speech processing tasks. International Journal of Speech Technology, vol. 27, no. 4, 2024, pp. 1-13. ISSN 1572-8110. Detail
BHATTACHARJEE Mrinmoy, NIGMATULINA Iuliia, PRASAD Amrutha, RANGAPPA Pradeep, MADIKERI Srikanth, MOTLÍČEK Petr, HELMKE Hartmut and KLEINERT Matthias. Contextual Biasing Methods for Improving Rare Word Detection in Automatic Speech Recognition. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Seoul: IEEE Signal Processing Society, 2024, pp. 12652-12656. ISBN 979-8-3503-4485-1. Detail
HAN Jiangyu, LANDINI Federico Nicolás, ROHDIN Johan A., DIEZ Sánchez Mireia, BURGET Lukáš, CAO Yuhang, LU Heng and ČERNOCKÝ Jan. Diacorrect: Error Correction Back-End for Speaker Diarization. In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Seoul: IEEE Signal Processing Society, 2024, pp. 11181-11185. ISBN 979-8-3503-4485-1. Detail
LANDINI Federico Nicolás, DIEZ Sánchez Mireia, STAFYLAKIS Themos and BURGET Lukáš. DiaPer: End-to-End Neural Diarization With Perceiver-Based Attractors. IEEE Transactions on Audio, Speech, and Language Processing, vol. 32, no. 7, 2024, pp. 3450-3465. ISSN 1558-7916. Detail
KLEMENT Dominik, DIEZ Sánchez Mireia, LANDINI Federico Nicolás, BURGET Lukáš, SILNOVA Anna, DELCROIX Marc and TAWARA Naohiro. Discriminative Training of VBx Diarization. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Seoul: IEEE Signal Processing Society, 2024, pp. 11871-11875. ISBN 979-8-3503-4485-1. Detail
ZHANG Lin, STAFYLAKIS Themos, LANDINI Federico Nicolás, DIEZ Sánchez Mireia, SILNOVA Anna and BURGET Lukáš. Do End-to-End Neural Diarization Attractors Need to Encode Speaker Characteristic Information?. In: Proceedings of Odyssey 2024: The Speaker and Language Recognition Workshop. Québec City: International Speech Communication Association, 2024, pp. 123-130. Detail
NOVÁK Jiří and CHUDÝ Peter. Dynamic Soaring in Uncertain Wind Conditions: Polynomial Chaos Expansion Approach. In: Machine Learning, Optimization, and Data Science. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Grasmere: Springer Nature Switzerland AG, 2024, pp. 104-115. ISBN 978-3-031-53968-8. ISSN 0302-9743. Detail
ČEGIŇ Ján, PECHER Branislav, ŠIMKO Jakub, SRBA Ivan and BIELIKOVÁ Mária. Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation. In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Bangkok: Association for Computational Linguistics, 2024, pp. 13148-13171. ISBN 979-8-8917-6094-3. Detail
CHLUBNA Tomáš, ZEMČÍK Pavel and MILET Tomáš. Efficient Random-Access GPU Video Decoding for Light-Field Rendering. Journal of Visual Communication and Image Representation, vol. 2024, no. 102, pp. 1-14. ISSN 1047-3203. Detail
DEKEL Shay, KELLER Yosi and ČADÍK Martin. Estimating Extreme 3D Image Rotations using Cascaded Attention. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Seattle: IEEE Computer Society, 2024, pp. 2588-2598. ISBN 979-8-3503-5301-3. Detail
PECHER Branislav, ČEGIŇ Ján, BELANEC Róbert, SRBA Ivan, ŠIMKO Jakub and BIELIKOVÁ Mária. Fighting Randomness With Randomness: Mitigating Optimisation Instability of Fine-Tuning Using Ensemble and Noise Regularisation. In: Findings of the Association for Computational Linguistics: EMNLP 2024. Miami: Association for Computational Linguistics, 2024, pp. 11005-11044. ISBN 979-8-8917-6168-1. Detail
PRASAD Amrutha, CAROFILIS Andrés, VANDERREYDT Geoffroy, KHALIL Driss, MADIKERI Srikanth, MOTLÍČEK Petr and SCHUEPBACH Christof. Fine-Tuning Self-Supervised Models for Language Identification Using Orthonormal Constraint. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Seoul: IEEE Signal Processing Society, 2024, pp. 11921-11925. ISBN 979-8-3503-4485-1. Detail
LOJDA Jakub, STRNADEL Josef, SMRŽ Pavel and ŠIMEK Václav. First Steps Towards Unified Low-Power IoT Design: The "DYNAMIC" Framework. In: Yerevan, 2024, p. 6. Detail
CHLUBNA Tomáš, MILET Tomáš and ZEMČÍK Pavel. How Capturing Camera Trajectory Distortion Affects User Experience on Looking Glass 3D Display. Multimedia Tools and Applications, vol. 2024, no. 83, pp. 20265-20287. ISSN 1573-7721. Detail
NOVÁK Jiří, HANÁK Jiří and CHUDÝ Peter. Hybrid Modeling Approach for Optimization Based Control of Multirotor Unmanned Aerial Vehicles. In: 34th Congress of the International Council of the Aeronautical Sciences, ICAS 2024. Florence: International Council of the Aeronautical Sciences, 2024, pp. 1-10. ISSN 2958-4647. Detail
BENEŠ Karel, KOCOUR Martin and BURGET Lukáš. Hystoc: Obtaining Word Confidences for Fusion of End-To-End ASR Systems. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Seoul: IEEE Signal Processing Society, 2024, pp. 11276-11280. ISBN 979-8-3503-4485-1. Detail
STAFYLAKIS Themos, SILNOVA Anna, ROHDIN Johan A., PLCHOT Oldřich and BURGET Lukáš. Challenging margin-based speaker embedding extractors by using the variational information bottleneck. In: Proceedings of Interspeech 2024. Kos: International Speech Communication Association, 2024, pp. 3220-3224. ISSN 1990-9772. Detail
ČIEF Matej. Learning Action Embeddings for Off-Policy Evaluation. In: ECIR 2024: Advances in Information Retrieval. Advances in Information Retrieval. Glasgow: Springer Nature Switzerland AG, 2024, pp. 108-122. Detail
CHLUBNA Tomáš, MILET Tomáš and ZEMČÍK Pavel. Lightweight All-Focused Light Field Rendering. Computer Vision and Image Understanding, vol. 244, no. 7, 2024, pp. 7-8. ISSN 1077-3142. Detail
KUBÍK Tibor and ŠPANĚL Michal. LMVSegRNN and Poseidon3D: Addressing Challenging Teeth Segmentation Cases in 3D Dental Surface Orthodontic Scans. Bioengineering, vol. 11, no. 10, 2024, pp. 1-18. ISSN 2306-5354. Detail
STRNADEL Josef, LOJDA Jakub, SMRŽ Pavel and ŠIMEK Václav. Machine Learning in Context of IoT/Edge Devices and LoLiPoP-IoT Project. In: Proceedings of 32nd Austrian Workshop on Microelectronics (Austrochip 2024). Vienna: Institute of Electrical and Electronics Engineers, 2024, pp. 1-4. ISBN 979-8-3315-1617-8. Detail
NOVÁK Jiří, CHUDÝ Peter and HANÁK Jiří. Model Predictive Control Driven Aerial Grasping with Soft Perception Constraints. In: 34th Congress of the International Council of the Aeronautical Sciences, ICAS 2024. Florence: International Council of the Aeronautical Sciences, 2024, pp. 1-15. ISSN 2958-4647. Detail
MOŠNER Ladislav, SERIZEL Romain, BURGET Lukáš, PLCHOT Oldřich, VINCENT Emmanuel, PENG Junyi and ČERNOCKÝ Jan. Multi-Channel Extension of Pre-trained Models for Speaker Verification. In: Proceedings of Interspeech 2024. Kos: International Speech Communication Association, 2024, pp. 2135-2139. ISSN 1990-9772. Detail
ESPUNA Fontcuberta Aleix, PRASAD Amrutha, MOTLÍČEK Petr, MADIKERI Srikanth and SCHUEPBACH Christof. Normalising Flows for Speaker and Language Recognition Backend. In: Proceedings of Odyssey 2024: The Speaker and Language Recognition Workshop. Quebec: International Speech Communication Association, 2024, pp. 74-80. Detail
PECHER Branislav, SRBA Ivan and BIELIKOVÁ Mária. On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices. In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Miami: Association for Computational Linguistics, 2024, pp. 522-556. ISBN 979-8-8917-6164-3. Detail
STRNADEL Josef, LOJDA Jakub, SMRŽ Pavel and ŠIMEK Václav. On SMC-Based Dependability Analysis in LoLiPoP-IoT Project. In: Limenas Hersonissou, 2024, p. 25. Detail
ČIEF Matej and KOMPAN Michal. Pessimistic Off-Policy Optimization for Learning to Rank. In: 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE. Frontiers in Artificial Intelligence and Applications. Santiago de Compostela, 2024, pp. 1896-1903. ISBN 978-1-64368-548-9. Detail
NOVÁK Jiří, HANÁK Jiří and CHUDÝ Peter. Predictive Control Driven Tactical Maneuvering. In: 34th Congress of the International Council of the Aeronautical Sciences, ICAS 2024. Florence: International Council of the Aeronautical Sciences, 2024, pp. 1-12. ISSN 2958-4647. Detail
YUSUF Bolaji, ČERNOCKÝ Jan and SARAÇLAR Murat. Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units. In: Proceedings of Interspeech 2024. Kos: International Speech Communication Association, 2024, pp. 5068-5072. ISSN 1990-9772. Detail
PENG Junyi, DELCROIX Marc, OCHIAI Tsubasa, ASHIHARA Takanori, PLCHOT Oldřich, ARAKI Shoko and ČERNOCKÝ Jan. Probing Self-Supervised Learning Models With Target Speech Extraction. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Seoul: IEEE Signal Processing Society, 2024, pp. 535-539. ISBN 979-8-3503-7451-3. Detail
KAŠPÁREK Tomáš and CHUDÝ Peter. Pulsar Signal Adaptive Surrogate Modeling. Aerospace, vol. 11, no. 10, 2024, pp. 1-22. ISSN 2226-4310. Detail
BOBÁK Petr, ČMOLÍK Ladislav and ČADÍK Martin. Reinforced Labels: Multi-Agent Deep Reinforcement Learning for Point-Feature Label Placement. IEEE Transactions on Visualization and Computer Graphics, vol. 30, no. 9, 2024, pp. 5908-5922. ISSN 1077-2626. Detail
NOVÁK Jiří, HANÁK Jiří and CHUDÝ Peter. Reliability-Based Control System Optimization in Uncertain Conditions. In: AIAA Aviation Forum and ASCEND, 2024. Las Vegas: American Institute of Aeronautics and Astronautics, 2024, pp. 1-15. ISBN 978-1-62410-716-0. Detail
MOTLÍČEK Petr, DIKICI Erinç, MADIKERI Srikanth, RANGAPPA Pradeep, BACKFRIED Gerhard, ROHDIN Johan A., SCHWARZ Petr, KOVÁČ Marek, MALÝ Květoslav, BOBOŠ Dominik, KLAKOW Dietrich and SERGIDOU Eleni Konstantina et al. ROXSD: The ROXANNE Multimodal and Simulated Dataset for Advancing Criminal Investigations. In: Proceedings of Odyssey 2024: The Speaker and Language Recognition Workshop. Québec City: International Speech Communication Association, 2024, pp. 17-24. Detail
KIŠŠ Martin and HRADIŠ Michal. Self-supervised Pre-training of Text Recognizers. In: Barney Smith, E.H., Liwicki, M., Peng, L. (eds) Document Analysis and Recognition - ICDAR 2024. Lecture Notes in Computer Science, vol. 14807. Atény: Springer Nature Switzerland AG, 2024, pp. 218-235. ISBN 978-3-031-70545-8. Detail
YUSUF Bolaji, BASKAR Karthick Murali, ROSENBERG Andrew and RAMABHADRAN Bhuvana. Speculative Speech Recognition by Audio-Prefixed Low-Rank Adaptation of Language Models. In: Proceedings of Interspeech 2024. Kos: International Speech Communication Association, 2024, pp. 792-796. ISSN 1990-9772. Detail
PRASAD Amrutha, MADIKERI Srikanth, KHALIL Driss, MOTLÍČEK Petr and SCHUEPBACH Christof. Speech and Language Recognition with Low-rank Adaptation of Pretrained Models. In: Proceedings of Interspeech. Kos Island: International Speech Communication Association, 2024, pp. 2825-2829. ISSN 1990-9772. Detail
PEŠÁN Jan, JUŘÍK Vojtěch, RŮŽIČKOVÁ Alexandra, SVOBODA Vojtěch, JANOUŠEK Oto, NĚMCOVÁ Andrea, BOJANOVSKÁ Hana, ALDABAGHOVÁ Jasmína, KYSLÍK Filip, VODIČKOVÁ Kateřina, SODOMOVÁ Adéla, BARTYS Patrik, CHUDÝ Peter and ČERNOCKÝ Jan. Speech production under stress for machine learning: multimodal dataset of 79 cases and 8 signals. Nature Scientific Data, vol. 11, no. 1, 2024, pp. 1-9. ISSN 2052-4463. Detail
WANNER Leo, ČERNOCKÝ Jan, EGOROVA Ekaterina, KLUSCH Matthias and MAVROPOULOS Athanasios et al. Support of Migrant Reception, Integration, and Social Inclusion by Intelligent Technologies. Information, vol. 15, no. 11, 2024, pp. 1-33. ISSN 2078-2489. Detail
HANÁK Jiří, NOVÁK Jiří and CHUDÝ Peter. Tactical Scenario Adaptation for Pilot Training. In: AIAA/IEEE Digital Avionics Systems Conference - Proceedings. San Diego: Institute of Electrical and Electronics Engineers, 2024, pp. 1-7. ISBN 979-8-3503-4961-0. Detail
PENG Junyi, DELCROIX Marc, OCHIAI Tsubasa, PLCHOT Oldřich, ARAKI Shoko and ČERNOCKÝ Jan. Target Speech Extraction with Pre-Trained Self-Supervised Learning Models. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Seoul: IEEE Signal Processing Society, 2024, pp. 10421-10425. ISBN 979-8-3503-4485-1. Detail
LOJDA Jakub, STRNADEL Josef, ŠIMEK Václav, SMRŽ Pavel, HAYES Michael and POPP Ralf. The LoLiPoP-IoT Project: Long Life Power Platforms for Internet of Things. In: Paris: Institute of Electrical and Electronics Engineers, 2024, p. 8. Detail
NOVÁK Jiří, CHUDÝ Peter and HANÁK Jiří. Weight-varying Model Predictive Control for Coupled Cyber-Physical Systems: Aerial Grasping Study. In: Machine Learning, Optimization, and Data Science. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Castiglione della Pescaia, 2024, pp. 1-15. Detail
YUSUF Bolaji and SARAÇLAR Murat. Written Term Detection Improves Spoken Term Detection. IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING, vol. 32, no. 06, 2024, pp. 3213-3223. ISSN 2329-9290. Detail

2023

KIEFER Benjamin, BARTL Vojtěch, ŠPAŇHEL Jakub, HEROUT Adam and YANG Mau-tsuen et al. 1stWorkshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. In: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). Waikoloa, Hawaii: Institute of Electrical and Electronics Engineers, 2023, pp. 265-302. ISBN 979-8-3503-2056-5. Detail
JURÁNEK Roman, KLEPÁRNÍK Petr, KAPINUS Michal, DOBEŠ Petr and SMRŽ Pavel. A Study of Real-time Computer Vision Tasks in 5G-enhanced Environment. In: EuCNC & 6G Summit Proceedings. Gothenburg, 2023, pp. 1-5. Detail
ZULUAGA-GOMEZ Juan, PRASAD Amrutha, NIGMATULINA Iuliia, MOTLÍČEK Petr and KLEINERT Matthias. A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers. Aerospace, vol. 10, no. 5, 2023, pp. 1-25. ISSN 2226-4310. Detail
SILNOVA Anna, SLAVÍČEK Josef, MOŠNER Ladislav, KLČO Michal, PLCHOT Oldřich, MATĚJKA Pavel, PENG Junyi, STAFYLAKIS Themos and BURGET Lukáš. ABC System Description for NIST LRE 2022. In: Proceedings of NIST LRE 2022 Workshop. Washington DC: National Institute of Standards and Technology, 2023, pp. 1-5. Detail
PENG Junyi, PLCHOT Oldřich, STAFYLAKIS Themos, MOŠNER Ladislav, BURGET Lukáš and ČERNOCKÝ Jan. An attention-based backend allowing efficient fine-tuning of transformer models for speaker verification. In: 2022 IEEE Spoken Language Technology Workshop, SLT 2022 - Proceedings. Doha: IEEE Signal Processing Society, 2023, pp. 555-562. ISBN 978-1-6654-7189-3. Detail
KHALIL Driss, PRASAD Amrutha, MOTLÍČEK Petr, ZULUAGA-GOMEZ Juan, NIGMATULINA Iuliia, MADIKERI Srikanth and SCHUEPBACH Christof. An Automatic Speaker Clustering Pipeline for the Air Traffic Communication Domain. Aerospace, vol. 10, no. 10, 2023, pp. 1-14. ISSN 2226-4310. Detail
SRBA Ivan, MÓRO Róbert, TOMLEIN Matúš, PECHER Branislav, ŠIMKO Jakub, ŠTEFANCOVÁ Elena, KOMPAN Michal, HRČKOVÁ Andrea, PODROUŽEK Juraj, GAVORNÍK Adrián and BIELIKOVÁ Mária. Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles. ACM Transactions on Recommender Systems, vol. 1, no. 1, 2023, pp. 1-33. ISSN 2770-6699. Detail
SUKEI Emese, DE Leon Martinez Santiago Jose, OLMOS Pablo M. and ARTES Antonio. Automatic Patient Functionality Assessment from Multimodal Data using Deep Learning Techniques - Development and Feasibility Evaluation. Internet Interventions, vol. 33, no. 100657, 2023, pp. 1-9. ISSN 2214-7829. Detail
MOTLÍČEK Petr, PRASAD Amrutha, NIGMATULINA Iuliia, HELMKE Hartmut, OHNEISER Oliver and KLEINERT Matthias. Automatic Speech Analysis Framework for ATC Communication in HAAWAII. In: Proceedings of the 13th SESAR Innovation Days. Seville: SESAR Joint Undertaking, 2023, pp. 1-9. Detail
HELMKE Hartmut, KLEINERT Matthias, AHRENHOLD Nils, EHR Heiko, MÜHLHAUSEN Thorsten, PINSKA Chauvin Ella, OHNEISER Oliver, KLAMERT Lucas, MOTLÍČEK Petr, PRASAD Amrutha, ZULUAGA-GOMEZ Juan and DOKIC Jelena. Automatic Speech Recognition and Understanding for Radar Label Maintenance Support Increases Safety and Reduces Air Traffic Controllers' Workload. In: Proceedings of ATM Seminar. Savannah, Georgia: EUROPEAN ORGANISATION FOR THE SAFETY OF AIR NAVIGATION, 2023, pp. 1-11. Detail
ZULUAGA-GOMEZ Juan, SARFJOO Seyyed Saeed, PRASAD Amrutha, NIGMATULINA Iuliia, MOTLÍČEK Petr, ONDŘEJ Karel, OHNEISER Oliver and HELMKE Hartmut. BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications. In: IEEE Spoken Language Technology Workshop, SLT 2022 - Proceedings. Doha: IEEE Signal Processing Society, 2023, pp. 633-640. ISBN 978-1-6654-7189-3. Detail
KESIRAJU Santosh, BENEŠ Karel, TIKHONOV Maksim and ČERNOCKÝ Jan. BUT Systems for IWSLT 2023 Marathi - Hindi Low Resource Speech Translation Task. In: 20th International Conference on Spoken Language Translation, IWSLT 2023 - Proceedings of the Conference. Toronto (in-person and online): Association for Computational Linguistics, 2023, pp. 227-234. ISBN 978-1-959429-84-5. Detail
FAJČÍK Martin, MOTLÍČEK Petr and SMRŽ Pavel. Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction. In: Findings of the Association for Computational Linguistics: ACL 2023. ACL, vol. 2023. Toronto: Association for Computational Linguistics, 2023, pp. 10184-10205. ISBN 978-1-959429-62-3. Detail
THEBAUD Thomas, JOSHI Sonal, LI Henry, ŠŮSTEK Martin, VILLALBA Lopez Jesus Antonio, KHUDANPUR Sanjeev and DEHAK Najim. Clustering Unsupervised Representations as Defense against Poisoning Attacks on Speech Commands Classification System. In: Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023, pp. 1-8. ISBN 979-8-3503-0689-7. Detail
HANÁK Jiří, CHUDÝ Peter and VLK Jan. Collaborative Agents for Synthetic Tactical Training. In: AIAA/IEEE Digital Avionics Systems Conference - Proceedings. Barcelona: Institute of Electrical and Electronics Engineers, 2023, pp. 1-9. ISBN 979-8-3503-3357-2. ISSN 2155-7195. Detail
MATERNA Zdeněk, KAPINUS Michal, DOBEŠ Petr, JURÁNEK Roman and SMRŽ Pavel. Communication Framework for 5G-Enabled Network Applications. In: EuCNC & 6G Summit Proceedings. Gothenburg, 2023, pp. 1-5. Detail
PAPŠO Rastislav. Complementary Product Recommendation for Long-tail Products. In: The 17th ACM Recommender Systems Conference. New York: Association for Computing Machinery, 2023, pp. 1305-1311. ISBN 979-8-4007-0241-9. Detail
SUKEI Emese, ROMERO-MEDRANO Lorena, DE Leon Martinez Santiago Jose, HERRERA Lopez Jesus, CAMPANA-MONTES Juan Jose, OLMOS Pablo M., BACA-GARCIA Enrique and ARTES Antonio. Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study. JMIR Formative Research, vol. 7, no. 2023, 2023, pp. 1-10. ISSN 2561-326X. Detail
KOCUR Viktor, HEGROVÁ Veronika, PATOČKA Marek, NEUMAN Jan and HEROUT Adam. Correction of AFM data artifacts using a convolutional neural network trained with synthetically generated data. Ultramicroscopy, vol. 246, no. 1, 2023, pp. 113666-113666. ISSN 0304-3991. Detail
BHATTACHARJEE Mrinmoy, MOTLÍČEK Petr, NIGMATULINA Iuliia, HELMKE Hartmut, OHNEISER Oliver, KLEINERT Matthias and EHR Heiko. Customization of Automatic Speech Recognition Engines for Rare Word Detection Without Costly Model Re-Training. In: Proceedings of the 13th SESAR Innovation Days. Seville: SESAR Joint Undertaking, 2023, pp. 1-8. Detail
SKOWRON Marcin, BACKFRIED Gerhard, NAVAS Eva, BERZINŠ Aivars, VAN Den Bogaert Joachim, DE Jong Franciska, DEMARCO Andrea, POLÁK Peter, KOVÁČ Marek, POLÁK Peter, ROHDIN Johan A., ROSNER Michael, SANCHEZ Jon, SARATXAGA Ibon and SCHWARZ Petr. Deep Dive Speech Technology. European Language Equality. Cham: Springer Nature Switzerland AG, 2023, pp. 289-312. ISBN 978-3-031-28819-7. Detail
ŘIHÁČEK Tomáš, NEHYBA Jan, ČEVELÍČEK Michal, POLOK Alexander, MATĚJKA Pavel and DOLEŽAL Petr. DeePsy: Představení online nástroje pro zpětnou vazbu v psychoterapii. Psychoterapie. Masarykova univerzita AN FL, vol. 17, no. 1, 2023, pp. 1-11. ISSN 1802-3983. Detail
MATĚJKA Pavel, SILNOVA Anna, SLAVÍČEK Josef, MOŠNER Ladislav, PLCHOT Oldřich, KLČO Michal, PENG Junyi, STAFYLAKIS Themos and BURGET Lukáš. Description and Analysis of ABC Submission to NIST LRE 2022. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 511-515. ISSN 1990-9772. Detail
VILLATORO-TELLO Esaú, MADIKERI Srikanth, ZULUAGA-GOMEZ Juan, SHARMA Bidisha, SARFJOO Seyyed Saeed, NIGMATULINA Iuliia, MOTLÍČEK Petr, IVANOV Alexei V. and GANAPATHIRAJU Aravind. Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Rhodes Island: IEEE Signal Processing Society, 2023, pp. 1-5. ISBN 978-1-7281-6327-7. Detail
YUSUF Bolaji, ČERNOCKÝ Jan and SARAÇLAR Murat. End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations. IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING, vol. 31, no. 08, 2023, pp. 3070-3080. ISSN 2329-9290. Detail
BAŘINA David. Experimental lossless data compressor. Microprocessors and Microsystems, vol. 98, no. 4, 2023, pp. 104803-104803. ISSN 0141-9331. Detail
STAFYLAKIS Themos, MOŠNER Ladislav, KAKOUROS Sofoklis, PLCHOT Oldřich, BURGET Lukáš and ČERNOCKÝ Jan. Extracting speaker and emotion information from self-supervised speech models via channel-wise correlations. In: 2022 IEEE Spoken Language Technology Workshop, SLT 2022 - Proceedings. Doha: IEEE Signal Processing Society, 2023, pp. 1136-1143. ISBN 978-1-6654-7189-3. Detail
DE Leon Martinez Santiago Jose, MORO Robert and BIELIKOVÁ Mária. Eye Tracking as a Source of Implicit Feedback in Recommender Systems: A Preliminary Analysis. In: ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications. New York, NY: Association for Computing Machinery, 2023, pp. 1-3. ISBN 979-8-4007-0150-4. Detail
KOHÚT Jan and HRADIŠ Michal. Finetuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition. In: Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science, vol. 14190. San José: Springer Nature Switzerland AG, 2023, pp. 269-286. ISBN 978-3-031-41684-2. ISSN 0302-9743. Detail
APAROVICH Maksim, KESIRAJU Santosh, DUFKOVÁ Aneta and SMRŽ Pavel. FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification. In: Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023). Toronto (online): Association for Computational Linguistics, 2023, pp. 1518-1524. ISBN 978-1-959429-99-9. Detail
BAMBUŠEK Daniel, MATERNA Zdeněk, KAPINUS Michal, BERAN Vítězslav and SMRŽ Pavel. How Do I Get There? Overcoming Reachability Limitations of Constrained Industrial Environments in Augmented Reality Applications. In: 2023 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). Shanghai: Institute of Electrical and Electronics Engineers, 2023, pp. 115-122. ISBN 979-8-3503-4815-6. Detail
ZULUAGA-GOMEZ Juan, PRASAD Amrutha, NIGMATULINA Iuliia, SARFJOO Seyyed Saeed, MOTLÍČEK Petr, KLEINERT Matthias, HELMKE Hartmut, OHNEISER Oliver and ZHAN Qingran. How Does Pre-Trained Wav2Vec 2.0 Perform on Domain-Shifted ASR? an Extensive Benchmark on Air Traffic Control Communications. In: IEEE Spoken Language Technology Workshop, SLT 2022 - Proceedings. Doha: IEEE Signal Processing Society, 2023, pp. 205-212. ISBN 978-1-6654-7189-3. Detail
TESAŘOVÁ Alena, HEROUT Adam, BAMBUŠEK Daniel and JUŘÍK Vojtěch. How to shoot yourself right with a smartphone?. Virtual Reality, vol. 2023, no. 1, pp. 1-13. ISSN 1434-9957. Detail
MAI Florian, ZULUAGA-GOMEZ Juan, PARCOLLET Titouan and MOTLÍČEK Petr. HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. In: Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 2213-2217. ISSN 1990-9772. Detail
ČEGIŇ Ján and ŠIMKO Jakub. ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness. In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Singapur: Association for Computational Linguistics, 2023, pp. 1889-1905. ISBN 979-8-8917-6060-8. Detail
NIGMATULINA Iuliia, MADIKERI Srikanth, VILLATORO-TELLO Esaú, MOTLÍČEK Petr, ZULUAGA-GOMEZ Juan, PANDIA Karthick and GANAPATHIRAJU Aravind. Implementing contextual biasing in GPU decoder for online ASR. In: Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 4494-4498. ISSN 1990-9772. Detail
GAVRIELIDES Andreas, SOPHOCLEOUS Marios, AGAPIOU George, LESSI Christina, ŠPAŇHEL Jakub, LENDINEZ Adrian, QIU Renxi and LI Dayou. Implementing Network Applications for 5G-Enabled Robots Through the 5G-ERA Platform. In: IFIP Advances in Information and Communication Technology. Artificial Intelligence Applications and Innovations, vol. 677. Cham: Springer Nature Switzerland AG, 2023, pp. 55-65. ISBN 978-3-031-34170-0. ISSN 1868-422X. Detail
PENG Junyi, PLCHOT Oldřich, STAFYLAKIS Themos, MOŠNER Ladislav, BURGET Lukáš and ČERNOCKÝ Jan. Improving Speaker Verification with Self-Pretrained Transformer Models. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 5361-5365. ISSN 1990-9772. Detail
ŠŮSTEK Martin, JOSHI Sonal, LI Henry, THEBAUD Thomas, VILLALBA Lopez Jesus Antonio, KHUDANPUR Sanjeev and DEHAK Najim. Joint Energy-Based Model for Robust Speech Classification System against Dirty-Label Backdoor Poisoning Attacks. In: Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023, pp. 1-8. ISBN 979-8-3503-0689-7. Detail
HROMÁDKA Timo, SMOLEŇ Timotej, REMIŠ Tomáš, PECHER Branislav and SRBA Ivan. KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection. In: 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop. Toronto: Association for Computational Linguistics, 2023, pp. 629-637. ISBN 978-1-959429-99-9. Detail
ZULUAGA-GOMEZ Juan, NIGMATULINA Iuliia, PRASAD Amrutha, MOTLÍČEK Petr, KHALIL Driss, MADIKERI Srikanth, TART Allan, SZŐKE Igor, LENDERS Vincent, RIGAULT Mickael and CHOUKRI Khalid. Lessons Learned in Transcribing 5000 h of Air Traffic Control Communications for Robust Automatic Speech Understanding. Aerospace, vol. 2023, no. 10, pp. 1-33. ISSN 2226-4310. Detail
MOŠNER Ladislav, PLCHOT Oldřich, PENG Junyi, BURGET Lukáš and ČERNOCKÝ Jan. Multi-Channel Speech Separation with Cross-Attention and Beamforming. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 1693-1697. ISSN 1990-9772. Detail
LANDINI Federico Nicolás, DIEZ Sánchez Mireia, LOZANO Díez Alicia and BURGET Lukáš. Multi-Speaker and Wide-Band Simulated Conversations as Training Data for End-to-End Neural Diarization. In: Proceedings of ICASSP 2023. Rhodes Island: IEEE Signal Processing Society, 2023, pp. 1-5. ISBN 978-1-7281-6327-7. Detail
DELCROIX Marc, TAWARA Naohiro, DIEZ Sánchez Mireia, LANDINI Federico Nicolás, SILNOVA Anna, OGAWA Atsunori, NAKATANI Tomohiro, BURGET Lukáš and ARAKI Shoko. Multi-Stream Extension of Variational Bayesian HMM Clustering (MS-VBx) for Combined End-to-End and Vector Clustering-based Diarization. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 3477-3481. ISSN 1990-9772. Detail
ŽMOLÍKOVÁ Kateřina, DELCROIX Marc, OCHIAI Tsubasa, ČERNOCKÝ Jan, KINOSHITA Keisuke and YU Dong. Neural Target Speech Extraction: An overview. IEEE Signal Processing Magazine, vol. 40, no. 3, 2023, pp. 8-29. ISSN 1558-0792. Detail
BURDISSO Sergio, VILLATORO-TELLO Esaú, MADIKERI Srikanth and MOTLÍČEK Petr. Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews. In: Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 3617-3621. ISSN 1990-9772. Detail
KAŠPÁREK Tomáš, JAVORKA Martin, CHUDÝ Peter and PITOŇÁK Radoslav. On-board data processing for meteor detection on SLAVIA mission. In: Proceedings of the 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023. Juan Les Pins: Institute of Electrical and Electronics Engineers, 2023, pp. 1-5. ISBN 978-90-90-37924-1. Detail
YUSUF Bolaji, GOURAV Aditya, GANDHE Ankur and BULYKO Ivan. On-the-Fly Text Retrieval for end-to-end ASR Adaptation. In: Proceedings of ICASSP 2023. Rhodes Island: IEEE Signal Processing Society, 2023, pp. 1-5. ISBN 978-1-7281-6327-7. Detail
PENG Junyi, STAFYLAKIS Themos, GU Rongzhi, PLCHOT Oldřich, MOŠNER Ladislav, BURGET Lukáš and ČERNOCKÝ Jan. Parameter-Efficient Transfer Learning of Pre-Trained Transformer Models for Speaker Verification Using Adapters. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Rhodes Island: IEEE Signal Processing Society, 2023, pp. 1-5. ISBN 978-1-7281-6327-7. Detail
VANDERREYDT Geoffroy, PRASAD Amrutha, KHALIL Driss, MADIKERI Srikanth, DEMUYNCK Kris and MOTLÍČEK Petr. Parameter-Efficient Tuning With Adaptive Bottlenecks For Automatic Speech Recognition. In: Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023, pp. 1-7. ISBN 979-8-3503-0689-7. Detail
POLÁŠEK Tomáš and ČADÍK Martin. Predicting Photovoltaic Power Production using High-Uncertainty Weather Forecasts. Applied Energy, vol. 2023, no. 339, pp. 120989-121004. ISSN 0306-2619. Detail
CHLUBNA Tomáš, MILET Tomáš, ZEMČÍK Pavel and KULA Michal. Real-Time Light Field Video Focusing and GPU Accelerated Streaming. Journal of Signal Processing Systems, vol. 95, no. 6, 2023, pp. 703-719. ISSN 1939-8115. Detail
JURÁNEK Roman, MUSIL Petr, MUSIL Martin, NOSKO Svetozár and ZEMČÍK Pavel. Smart camera for traffic applications. Journal of Signal Processing Systems, vol. 95, no. 9, 2023, pp. 1067-1077. ISSN 1939-8115. Detail
KIŠŠ Martin, HRADIŠ Michal, BENEŠ Karel, BUCHAL Petr and KULA Michal. SoftCTC-semi-supervised learning for text recognition using soft pseudo-labels. International Journal on Document Analysis and Recognition (IJDAR), vol. 2024, no. 27, 2023, pp. 177-193. ISSN 1433-2825. Detail
KAKOUROS Sofoklis, STAFYLAKIS Themos, MOŠNER Ladislav and BURGET Lukáš. Speech-Based Emotion Recognition with Self-Supervised Models Using Attentive Channel-Wise Correlations and Label Smoothing. In: Proceedings of ICASSP 2023. Rhodes Island: IEEE Signal Processing Society, 2023, pp. 1-5. ISBN 978-1-7281-6327-7. Detail
KESIRAJU Santosh, SARVAŠ Marek, PAVLÍČEK Tomáš, MACAIRE Cécile and CIUBA Alejandro. Strategies for Improving Low Resource Speech to Text Translation Relying on Pre-trained ASR Models. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 2148-2152. ISSN 1990-9772. Detail
NOVÁK Jiří and CHUDÝ Peter. Surrogate Modeling of Optimal Control Based Collision Avoidance System for Multirotor Unmanned Aerial Vehicles. In: AIAA/IEEE Digital Avionics Systems Conference - Proceedings. Barcelona: Institute of Electrical and Electronics Engineers, 2023, pp. 1-7. ISBN 979-8-3503-3357-2. ISSN 2155-7195. Detail
HANÁK Jiří, NOVÁK Jiří, CHUDÝ Peter and BEN-ASHER Joseph Z. The Cross-Entropy Method for Laser Defense Applications. Journal of Aerospace Information Systems, 2023, p. 14. ISSN 2327-3097. Detail
SILNOVA Anna, BRUMMER Johan Nikolaas Langenhoven, SWART Albert du Preez and BURGET Lukáš. Toroidal Probabilistic Spherical Discriminant Analysis. In: Proceedings of ICASSP 2023. Rhodes Island: IEEE Signal Processing Society, 2023, pp. 1-5. ISBN 978-1-7281-6327-7. Detail
LI Jianning, ELLIS G. David, KODYM Oldřich, HEROUT Adam, ŠPANĚL Michal and EGGER Jan et al. Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge. Medical Image Analysis, vol. 88, no. 102865, 2023, pp. 1-15. ISSN 1361-8423. Detail
KOHÚT Jan, HRADIŠ Michal and KIŠŠ Martin. Towards Writing Style Adaptation in Handwriting Recognition. In: Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science, vol. 14190. San José: Springer Nature Switzerland AG, 2023, pp. 377-394. ISBN 978-3-031-41684-2. ISSN 0302-9743. Detail
YU Dong, GONG Yifan, PICHENY Michael Alan, RAMABHADRAN Bhuvana, HAKKANI-TÜR Dilek, PRASAD Rohit, ZEN Heiga, SKOGLUND Jan, ČERNOCKÝ Jan, BURGET Lukáš and MOHAMED Abdelrahman. Twenty-Five Years of Evolution in Speech and Language Processing. IEEE Signal Processing Magazine, vol. 40, no. 5, 2023, pp. 27-39. ISSN 1558-0792. Detail
POLÁŠEK Tomáš, ČADÍK Martin, KELLER Yosi and BENEŠ Bedřich. Vision UFormer: Long-Range Monocular Absolute Depth Estimation. Computers and Graphics, vol. 111, no. 4, 2023, pp. 180-189. ISSN 0097-8493. Detail