## Automatic Bird Song Recognition |

### From inside the book

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Page 17

...

winged Blackbird, Great-horned Owl or Mourning Dove. One could construct a

decision tree to isolate each species.if the 10-dimensional rectangles

representing the ...

...

**Clark's Nutcracker**, Oregon Junco, California Quail, Red-tailed Hawk, Red-winged Blackbird, Great-horned Owl or Mourning Dove. One could construct a

decision tree to isolate each species.if the 10-dimensional rectangles

representing the ...

Page 50

Starling Canyon Wren Cedar Waxwing Chestnut-Backed Chickadee

Sparrow Song Sparrow California Quail Steller's Jay Scrub Jay Mockingbird ...

Starling Canyon Wren Cedar Waxwing Chestnut-Backed Chickadee

**Clark's****Nutcracker**Rufous-sided Towhee Brown Towhee Oregon Junco White-crownedSparrow Song Sparrow California Quail Steller's Jay Scrub Jay Mockingbird ...

Page 65

... Typical Steller's Jay (Fourier Transform) 15 - "or"-roto-roomer. 5– 0 I I I 0 5000

10000 15000 Figure 13d: Typical Scrub Jay (Fourier Transform) 15 10 5 0– I I - I

0 5000 10000 15000 Figure 13e: Typical

o ...

... Typical Steller's Jay (Fourier Transform) 15 - "or"-roto-roomer. 5– 0 I I I 0 5000

10000 15000 Figure 13d: Typical Scrub Jay (Fourier Transform) 15 10 5 0– I I - I

0 5000 10000 15000 Figure 13e: Typical

**Clark's Nutcracker**(Fourier Transform)o ...

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### Common terms and phrases

60 Figure acoustic algorithm analysis average amplitude avian bird song bird species California Quail calls CDFE cepstral cepstral peak Cepstrum chirp feature vectors chirp list Clark's Nutcracker comparison Computer congruent corresponding described in Section detected difference dynamic time warping entire song excursion cycle Figure 11b formula Frequency Frequency Duration glottal Greenewalt harmonics Hence High Low High House Finch human speech recognition I I I individual inter-note distances internal tympaniform membranes Itakura distance length Linear Prediction Low High Low magnitude Markov models noise Olive-sided Flycatcher phase phonemes present point range recognition system recordings represented ripples sample points sampling rate Scrub Jay segment of speech sequence of labels signal similar sine wave sonagrams song feature Song Sparrow sound spectrum squawk Steller's Jay subsource Swainson's Thrush syntactic Theorem thesis trachea Typical upward zero crossing vibration vocal tract Warbling Vireo waveform Western Meadowlark whistled White-crowned Sparrow