Gerhard Widmer
- madmom: a new Python Audio and Music Signal Processing Library
2016/05/23 by Sebastian Böck, Filip Korzeniowski, Böck, Sebastian +7 · 12 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
- Beat This! Spectrograms for Beat and Downbeat Tracking
2024/07/31 by Francesco Foscarin, Foscarin, Francesco, Jan Schlüter +3 · 15 citations
Engineering · Computer Science · #Iterative Learning Control Systems #Music and Audio Processing
- Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation
2022/11/09 by Florian Schmid, Khaled Koutini, Schmid, Florian +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
- Feature Learning for Chord Recognition: The Deep Chroma Extractor
2016/12/15 by Filip Korzeniowski, Korzeniowski, Filip, Gerhard Widmer +1 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing
- Discrete Diffusion Probabilistic Models for Symbolic Music Generation
2023/05/16 by Matthias Plasser, Plasser, Matthias, Silvan Peter +3 · 6 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #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
- DExter: Learning and Controlling Performance Expression with Diffusion Models
2024/06/21 by Huan Zhang, Zhang, Huan, Shreyan Chowdhury +9 · 7 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Online Learning and Analytics #electronic engineering #information engineering
- Live Score Following on Sheet Music Images
2016/12/15 by Matthias Dorfer, Andreas Arzt, Dorfer, Matthias +7 · 3 citations
Computer Science · Neuroscience · #Music and Audio Processing #Neuroscience and Music Perception #Music Technology and Sound Studies
- Towards Explainable Music Emotion Recognition: The Route via Mid-level Features
2019/07/08 by Shreyan Chowdhury, Chowdhury, Shreyan, Andreu Vall +5 · 3 citations
Computer Science · Neuroscience · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD)
- Towards multi-instrument drum transcription
2018/06/18 by Richard Vogl, Gerhard Widmer, Vogl, Richard +3 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Music Technology and Sound Studies #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Improved Chord Recognition by Combining Duration and Harmonic Language Models
2018/08/16 by Filip Korzeniowski, Korzeniowski, Filip, Gerhard Widmer +1 · 2 citations
Computer Science · Neuroscience · #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 #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
- Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples
2020/11/05 by Paul Primus, Verena Haunschmid, Primus, Paul +5 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #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) #Time Series Analysis and Forecasting #Water Systems and Optimization #electronic engineering #information engineering
- Effective Pre-Training of Audio Transformers for Sound Event Detection
2024/09/14 by Florian Schmid, Schmid, Florian, Tobias Morocutti +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
- Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier
2022/08/26 by Francesco Foscarin, Foscarin, Francesco, Katharina Hoedt +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Time Series Analysis and Forecasting #electronic engineering #information engineering
- Roman Numeral Analysis with Graph Neural Networks: Onset-wise Predictions from Note-wise Features
2023/07/07 by Emmanouil Karystinaios, Gerhard Widmer, Karystinaios, Emmanouil +1 · 3 citations
Computer Science · Neuroscience · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD)
- The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist
2023/04/24 by Carlos Cancino-Chacón, Silvan Peter, Cancino-Chacón, Carlos +13 · 2 citations
Computer Science · Neuroscience · #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception
- Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game
2018/07/17 by Matthias Dorfer, Dorfer, Matthias, Florian Henkel +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Audio and Speech Processing (eess.AS) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Sound (cs.SD) #electronic engineering #information engineering
- Towards Score Following In Sheet Music Images.
2016/08/07 by Matthias Dorfer, Andreas Arzt, Dorfer, Matthias +3 · 4 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
- Receptive-field-regularized CNN variants for acoustic scene\n classification
2019/09/05 by Khaled Koutini, Hamid Eghbal-zadeh, Koutini, Khaled +3 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Towards Reliable Real-time Opera Tracking: Combining Alignment with\n Audio Event Detectors to Increase Robustness
2020/06/17 by Charles Brazier, Brazier, Charles, Gerhard Widmer +1 · 3 citations
Computer Science · #Music and Audio Processing #Time Series Analysis and Forecasting #Music Technology and Sound Studies
- Fully Automatic Page Turning on Real Scores
2021/11/12 by Florian Henkel, Henkel, Florian, Stephanie Schwaiger +3 · 1 citation
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Video Analysis and Summarization
- Towards End-to-End Audio-Sheet-Music Retrieval
2016/12/15 by Matthias Dorfer, Dorfer, Matthias, Andreas Arzt +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing
- GraphMuse: A Library for Symbolic Music Graph Processing
2024/07/17 by Emmanouil Karystinaios, Gerhard Widmer, Karystinaios, Emmanouil +1 · 4 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #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
- Predicting Music Hierarchies with a Graph-Based Neural Decoder
2023/06/29 by Francesco Foscarin, Daniel Harasim, Foscarin, Francesco +3 · 1 citation
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
- Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem
2023/04/28 by Emmanouil Karystinaios, Karystinaios, Emmanouil, Francesco Foscarin +3 · 1 citation
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
- The Batik-plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations
2023/09/05 by Patricia S. Hu, Hu, Patricia, Gerhard Widmer +1 · 1 citation
Computer Science · Neuroscience · #Music and Audio Processing #Neuroscience and Music Perception #Music Technology and Sound Studies
- Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models
2023/10/24 by Florian Schmid, Schmid, Florian, Khaled Koutini +3 · 1 citation
Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
- Towards Musically Informed Evaluation of Piano Transcription Models
2024/06/12 by Patricia S. Hu, Lukáš Samuel Marták, Hu, Patricia +5 · 2 citations
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- Cluster and Separate: a GNN Approach to Voice and Staff Prediction for Score Engraving
2024/07/15 by Francesco Foscarin, Foscarin, Francesco, Emmanouil Karystinaios +5 · 3 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) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Controlling Surprisal in Music Generation via Information Content Curve Matching
2024/08/12 by Mathias Rose Bjare, Stefan Lattner, Bjare, Mathias Rose +3 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Motion and Animation #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- 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
- Cadence Detection in Symbolic Classical Music using Graph Neural Networks
2022/08/31 by Emmanouil Karystinaios, Gerhard Widmer, Karystinaios, Emmanouil +1 · 2 citations
Computer Science · Neuroscience · #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 #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
- RealDESED: A Real-World Domestic Sound Event Detection Benchmark
2026/07/18 by Florian Schmid, Paul Primus, Alexander Fichtinger +3
#eess.AS #cs.AI #cs.SD