Index Catalog // ScholarsArchive@OSU

Start Over

Filtering by: Creator Briggs, Forrest Academic Affiliation College of Forestry

Acoustic classification of multiple simultaneous bird species: A multi-instance multi-label approach

Creator:

Briggs, Forrest, Lakshminarayanan, Balaji, Neal, Lawrence, Fern, Xiaoli Z., Raich, Raviv, Hadley, Sarah J. K., Hadley, Adam S., and Betts, Matthew G.

Abstract:

Although field-collected recordings typically contain multiple simultaneously vocalizing birds of different species, acoustic species classification in this setting has received little study so far. This work formulates the problem of classifying the set of species present in an audio recording using the multi-instance multi-label (MIML) framework for machine learning, and...

Resource Type:

Article

Full Text:

species: A multi-instance multi-label approach Forrest Briggs,a) Balaji Lakshminarayanan, Lawrence Neal