Mesaros, Annamaria
- A multi-device dataset for urban acoustic scene classification
2018/07/25 by Mesaros, Annamaria, Heittola, Toni, Virtanen, Tuomas · 16 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Acoustic scene classification in DCASE 2020 Challenge: generalization across devices and low complexity solutions
2020/05/29 by Toni Heittola, Annamaria Mesaros, Heittola, Toni +3 · 9 citations
Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
- What is the ground truth? Reliability of multi-annotator data for audio tagging
2021/04/09 by Martin-Morato, Irene, Mesaros, Annamaria · 5 citations
#Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
- A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis
2020/10/30 by Wang, Shanshan, Mesaros, Annamaria, Heittola, Toni +1 · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
- Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge
2024/05/16 by Schmid, Florian, Primus, Paul, Heittola, Toni +4 · 6 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels
2024/06/12 by Samuele Cornell, Janek Ebbers, Cornell, Samuele +10 · 5 citations
Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
- Sound Event Detection and Localization with Distance Estimation
2024/03/18 by Krause, Daniel Aleksander, Politis, Archontis, Mesaros, Annamaria · 4 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification
2022/09/13 by Krause, Daniel Aleksander, Mesaros, Annamaria · 2 citations
#Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Class-Incremental Learning for Multi-Label Audio Classification
2024/01/09 by Manjunath Mulimani, Annamaria Mesaros, Mulimani, Manjunath +1 · 3 citations
Computer Science · Engineering · #Music and Audio Processing #Water Systems and Optimization #Speech and Audio Processing
- Low-complexity acoustic scene classification in DCASE 2022 Challenge
2022/06/08 by Martín-Morató, Irene, Paissan, Francesco, Ancilotto, Alberto +5 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
- Evaluating Classification Systems Against Soft Labels with Fuzzy Precision and Recall
2023/09/25 by Manu Harju, Annamaria Mesaros, Harju, Manu +1 · 1 citation
Computer Science · Engineering · #Music and Audio Processing #Water Systems and Optimization #Advanced Chemical Sensor Technologies
- Domain-Incremental Learning for Audio Classification
2024/12/23 by Mulimani, Manjunath, Mesaros, Annamaria · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
- A decade of DCASE: Achievements, practices, evaluations and future challenges
2024/10/07 by Annamaria Mesaros, Mesaros, Annamaria, Serizel, Romain +6 · 2 citations
Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Time Series Analysis and Forecasting
- Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge
2025/05/03 by Schmid, Florian, Primus, Paul, Heittola, Toni +3 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering