Schmid, Florian
- Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation
2022/11/09 by Florian Schmid, Schmid, Florian, Khaled Koutini +3 · 7 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Device-Robust Acoustic Scene Classification via Impulse Response Augmentation
2023/05/12 by Tobias Morocutti, Morocutti, Tobias, Florian Schmid +5 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #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
- Effective Pre-Training of Audio Transformers for Sound Event Detection
2024/09/14 by Florian Schmid, Tobias Morocutti, Schmid, Florian +9 · 5 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training
2024/07/17 by Schmid, Florian, Primus, Paul, Morocutti, Tobias +2 · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining
2025/05/12 by Primus, Paul, Schmid, Florian, Widmer, Gerhard · 6 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
- Low-Complexity Audio Embedding Extractors
2023/03/03 by Florian Schmid, Khaled Koutini, Schmid, Florian +3 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models
2023/10/24 by Florian Schmid, Khaled Koutini, Schmid, Florian +3 · 1 citation
Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
- Estimated Audio-Caption Correspondences Improve Language-Based Audio Retrieval
2024/08/21 by Paul Primus, Florian Schmid, Primus, Paul +3 · 1 citation
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Video Analysis and Summarization #electronic engineering #information engineering
- 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