Stowell, Dan
- NIPS4Bplus: a richly annotated birdsong audio dataset
2018/11/06 by Veronica Morfi, Yves Bas, Morfi, Veronica +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · Computer Science · #Animal Vocal Communication and Behavior #Marine animal studies overview #Music and Audio Processing
- On-bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts
2016/12/16 by Stowell, Dan, Benetos, Emmanouil, Gill, Lisa F. · 2 citations
#FOS: Computer and information sciences #Sound (cs.SD)
- animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics
2024/06/03 by Julian C. Schäfer-Zimmermann, Schäfer-Zimmermann, Julian C., Vlad Demartsev +26 · 3 voices · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Environmental Science · Mathematics · #Animal Vocal Communication and Behavior #Marine animal studies overview #Speech and Audio Processing #cs.AI #cs.SD #eess.AS #q-bio.QM #stat.AP
- ATGNN: Audio Tagging Graph Neural Network
2023/11/02 by Singh, Shubhr, Steinmetz, Christian J., Benetos, Emmanouil +2 · 3 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
- Clustering and novel class recognition: evaluating bioacoustic deep learning feature extractors
2025/04/09 by Vincent S. Kather, Burooj Ghani, Kather, Vincent S. +3 · 2 voices · 4 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Environmental Science · #Amphibian and Reptile Biology #Animal Behavior and Reproduction #Animal Vocal Communication and Behavior #cs.LG
- An open dataset for research on audio field recording archives: freefield1010
2013/09/20 by Dan Stowell, Mark D. Plumbley, Stowell, Dan +1 · 1 citation
Computer Science · #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Video Analysis and Summarization
- Automatic acoustic identification of individual animals: Improving generalisation across species and recording conditions
2018/10/22 by Stowell, Dan, Petrusková, Tereza, Šálek, Martin +1 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics
2024/09/21 by Burooj Ghani, Ghani, Burooj, Vincent J. Kalkman +8 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Environmental Science · #Animal Vocal Communication and Behavior #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Remote Sensing in Agriculture #Sound (cs.SD) #Species Distribution and Climate Change #electronic engineering #information engineering
- Data-Efficient Weakly Supervised Learning for Low-Resource Audio Event Detection Using Deep Learning
2018/07/17 by Veronica Morfi, Dan Stowell, Morfi, Veronica +1 · 2 citations
Computer Science · #Music and Audio Processing #Speech and Audio Processing #Music Technology and Sound Studies
- Performance of computer vision algorithms for fine-grained classification using crowdsourced insect images
2024/04/04 by Pucci, Rita, Kalkman, Vincent J., Stowell, Dan · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection
2024/03/27 by Liang, Jinhua, Nolasco, Ines, Ghani, Burooj +3 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
- InsectSet459: an open dataset of insect sounds for bioacoustic machine learning
2025/03/19 by Marius Faiß, Burooj Ghani, Faiß, Marius +3 · 2 voices · 1 citation
#cs.SD #eess.AS
- Acoustic identification of individual animals with hierarchical contrastive learning
2024/09/13 by Nolasco, Ines, Moummad, Ilyass, Stowell, Dan +1 · 1 citation
#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
- Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features
2025/02/12 by Ugochukwu Orji, Orji, Ugochukwu, Çiçek Güven +4 · 1 voice · 1 citation
Computer Science · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #Geoscience and Mining Technology #Machine Learning (cs.LG) #Signal Processing (eess.SP) #cs.LG #eess.SP #electronic engineering #information engineering
- LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging
2025/01/07 by Shubhr Singh, Singh, Shubhr, Emmanouil Benetos +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Neural Networks and Applications #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering