CNN architectures for large-scale audio classification

• Bacpipe: A Python package to make bioacoustic deep learning models accessible

  2026 Methods in Ecology and Evolution software-paper Computer Science Music and Audio Processing Open access

  1

  citations
• Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification

  2025 Scientific Reports article Computer Science Music and Audio Processing Open access

  20

  citations
• Efficient Speech Detection in Environmental Audio Using Acoustic Recognition and Knowledge Distillation

  2024 Sensors article Computer Science Music and Audio Processing Open access

  12

  citations
• Global birdsong embeddings enable superior transfer learning for bioacoustic classification

  2023 Scientific Reports article Computer Science Music and Audio Processing Open access

  165

  citations
• COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering

  2023 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Multimodal Machine Learning Applications Open access

  22

  citations
• Rank-Based Loss For Learning Hierarchical Representations

  2022 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Music and Audio Processing Open access cited by 1 patent

  9

  citations
• Computational bioacoustics with deep learning: a review and roadmap

  2022 PeerJ article Computer Science Music and Audio Processing Open access

  454

  citations
• Eating Sound Dataset for 20 Food Types and Sound Classification Using Convolutional Neural Networks

  2020 Companion Publication of the International Conference on Multimodal Interaction (ICMI Companion) conference-paper Computer Science Music and Audio Processing

  4

  citations

8 results