Artificial Intelligence, Signal Processing, Ecology
502
Scholar Citations
10
Scholar h-index
11
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
bacpipe: a Python package to make bioacoustic deep learning models accessible VS Kather, S Haupert, B Ghani, D Stowell arXiv preprint arXiv:2604.11560 , 2026 2026
A dataset of insect sounds from 459 M Faiß, B Ghani, D Stowell in Scientific Data , 2026 2026
A dataset of insect sounds from 459 species for bioacoustic machine learning M Faiß, B Ghani, D Stowell Scientific Data , 2026 2026 Citations: 10
Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings HI Hummel, S Bhulai, R van der Mei, B Ghani Ecological Informatics, 103709 , 2026 2026
Decodable but not structured: linear probing enables Underwater Acoustic Target Recognition with pretrained audio embeddings HI Hummel, S Bhulai, RD van der Mei, B Ghani arXiv preprint arXiv:2601.08358 , 2026 2026
A list of sound producing European grasshoppers and the availability of their sounds in Xeno-canto B Odé, M Faiß, B Ghani, A Hochkirch, R Planqué, WP Vellinga, ... Articulata 40, 95-130 , 2025 2025
Automated data curation for self-supervised learning in underwater acoustic analysis HI Hummel, S Bhulai, B Ghani, R van der Mei arXiv preprint arXiv:2505.20066 , 2025 2025
Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification B Ghani, VJ Kalkman, B Planqué, WP Vellinga, L Gill, D Stowell Scientific Reports 15 (1), 16273 , 2025 2025 Citations: 29
Clustering and novel class recognition: evaluating bioacoustic deep learning feature extractors VS Kather, B Ghani, D Stowell arXiv preprint arXiv:2504.06710 , 2025 2025 Citations: 12
AI species identification using image and sound recognition for citizen science, collection management and biomonitoring: From training pipeline to large-scale models L Hogeweg, N Yan, D Brunink, K Ezzaki-Chokri, W Gerritsen, R Pucci, ... Biodiversity Information Science and Standards 8, 6 , 2024 2024 Citations: 6
Mind the domain gap: a systematic analysis on bioacoustic sound event detection J Liang, I Nolasco, B Ghani, H Phan, E Benetos, D Stowell 2024 32nd European Signal Processing Conference (EUSIPCO), 1257-1261 , 2024 2024 Citations: 32
Efficient speech detection in environmental audio using acoustic recognition and knowledge distillation D Priebe, B Ghani, D Stowell Sensors 24 (7), 2046 , 2024 2024 Citations: 11
DCASE 2024 Task5: Few-shot Bioacoustic Event Detection: Development Set B Ghani, I Nolasco, F Jensen, H Whitehead, H Pamula, S Singh, ... https://doi.org/10.5281/zenodo.10829604 , 2024 2024
Learning to detect an animal sound from five examples I Nolasco, S Singh, V Morfi, V Lostanlen, A Strandburg-Peshkin, ... Ecological informatics 77, 102258 , 2023 2023 Citations: 90
Feature embeddings from large-scale acoustic bird classifiers enable few-shot transfer learning B Ghani, T Denton, S Kahl, H Klinck arXiv preprint arXiv:2307.06292 , 2023 2023 Citations: 17
Global birdsong embeddings enable superior transfer learning for bioacoustic classification B Ghani, T Denton, S Kahl, H Klinck Scientific Reports 13 (1), 22876 , 2023 2023 Citations: 205
Few-shot bioacoustic event detection at the DCASE 2023 challenge I Nolasco, B Ghani, S Singh, E Vidana-Villa, E Grout, J Morford, ... arXiv preprint arXiv:2306.09223 , 2023 2023 Citations: 44
Classification of group-specific variations in songs within House Wren species using machine learning models B Ghani, H Klinck, S Hallerberg Ecological Informatics 74, 101946 , 2023 2023 Citations: 8
DCASE 2023 Task5: Few-shot Bioacoustic Event Detection: Evaluation set I Nolasco, S Singh, E Vidaña-Vila, H Whitehead, E Grout, F Jensen, ... https://doi.org/10.5281/zenodo.7879692 , 2023 2023
Global birdsong embeddings enable superior transfer learning for bioacoustic classification. Sci. Rep. 13 (1), 22876 B Ghani, T Denton, S Kahl, H Klinck 2023 Citations: 5
MOST CITED SCHOLAR PUBLICATIONS
Global birdsong embeddings enable superior transfer learning for bioacoustic classification B Ghani, T Denton, S Kahl, H Klinck Scientific Reports 13 (1), 22876 , 2023 2023 Citations: 205
Learning to detect an animal sound from five examples I Nolasco, S Singh, V Morfi, V Lostanlen, A Strandburg-Peshkin, ... Ecological informatics 77, 102258 , 2023 2023 Citations: 90
Few-shot bioacoustic event detection at the DCASE 2023 challenge I Nolasco, B Ghani, S Singh, E Vidana-Villa, E Grout, J Morford, ... arXiv preprint arXiv:2306.09223 , 2023 2023 Citations: 44
Mind the domain gap: a systematic analysis on bioacoustic sound event detection J Liang, I Nolasco, B Ghani, H Phan, E Benetos, D Stowell 2024 32nd European Signal Processing Conference (EUSIPCO), 1257-1261 , 2024 2024 Citations: 32
Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification B Ghani, VJ Kalkman, B Planqué, WP Vellinga, L Gill, D Stowell Scientific Reports 15 (1), 16273 , 2025 2025 Citations: 29
A randomized bag-of-birds approach to study robustness of automated audio based bird species classification B Ghani, S Hallerberg Applied Sciences 11 (19), 9226 , 2021 2021 Citations: 20
Feature embeddings from large-scale acoustic bird classifiers enable few-shot transfer learning B Ghani, T Denton, S Kahl, H Klinck arXiv preprint arXiv:2307.06292 , 2023 2023 Citations: 17
Clustering and novel class recognition: evaluating bioacoustic deep learning feature extractors VS Kather, B Ghani, D Stowell arXiv preprint arXiv:2504.06710 , 2025 2025 Citations: 12
Efficient speech detection in environmental audio using acoustic recognition and knowledge distillation D Priebe, B Ghani, D Stowell Sensors 24 (7), 2046 , 2024 2024 Citations: 11
A dataset of insect sounds from 459 species for bioacoustic machine learning M Faiß, B Ghani, D Stowell Scientific Data , 2026 2026 Citations: 10
Global birdsong embeddings enable superior transfer learning for bioacoustic classification. Sci. Rep. 13, 22876 B Ghani, T Denton, S Kahl, H Klinck 2023 Citations: 10
Classification of group-specific variations in songs within House Wren species using machine learning models B Ghani, H Klinck, S Hallerberg Ecological Informatics 74, 101946 , 2023 2023 Citations: 8
AI species identification using image and sound recognition for citizen science, collection management and biomonitoring: From training pipeline to large-scale models L Hogeweg, N Yan, D Brunink, K Ezzaki-Chokri, W Gerritsen, R Pucci, ... Biodiversity Information Science and Standards 8, 6 , 2024 2024 Citations: 6
Global birdsong embeddings enable superior transfer learning for bioacoustic classification. Sci. Rep. 13 (1), 22876 B Ghani, T Denton, S Kahl, H Klinck 2023 Citations: 5
Machine learning-based analysis of bird vocalizations B Ghani 2022 Citations: 3
bacpipe: a Python package to make bioacoustic deep learning models accessible VS Kather, S Haupert, B Ghani, D Stowell arXiv preprint arXiv:2604.11560 , 2026 2026
A dataset of insect sounds from 459 M Faiß, B Ghani, D Stowell in Scientific Data , 2026 2026
Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings HI Hummel, S Bhulai, R van der Mei, B Ghani Ecological Informatics, 103709 , 2026 2026
Decodable but not structured: linear probing enables Underwater Acoustic Target Recognition with pretrained audio embeddings HI Hummel, S Bhulai, RD van der Mei, B Ghani arXiv preprint arXiv:2601.08358 , 2026 2026
A list of sound producing European grasshoppers and the availability of their sounds in Xeno-canto B Odé, M Faiß, B Ghani, A Hochkirch, R Planqué, WP Vellinga, ... Articulata 40, 95-130 , 2025 2025
