Automated recognition of bird song elements from continuous recordings using dynamic time warping and hidden Markov models: a comparative study.

@article{Kogan1998AutomatedRO,
  title={Automated recognition of bird song elements from continuous recordings using dynamic time warping and hidden Markov models: a comparative study.},
  author={J A Kogan and Daniel Margoliash},
  journal={The Journal of the Acoustical Society of America},
  year={1998},
  volume={103 4},
  pages={2185-96}
}
The performance of two techniques is compared for automated recognition of bird song units from continuous recordings. The advantages and limitations of dynamic time warping (DTW) and hidden Markov models (HMMs) are evaluated on a large database of male songs of zebra finches (Taeniopygia guttata) and indigo buntings (Passerina cyanea), which have different types of vocalizations and have been recorded under different laboratory conditions. Depending on the quality of recordings and complexity… CONTINUE READING
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