ISSS608 2017-18 T3 Kiriti Yelamanchali Q2

VAST CHALLENGE 2018: MC1

Overview

Data Preparation

Bird sightings

Bird Calls

Bird Lives

Conclusion

Back to Dropbox

Deep Learning Model to recognize bird calls

For this analysis, a deep learning model is built to recognize the bird calls.

• Python library librosa is ised for this purpose

1. The cleaned csv from data preparation stage is loaded into the pandas dataframe.

2. A new dataframe column is created to match the mp3 file names in the data, after a bit of cleaning.

3. The wavelet spectographs of one bird are observed across different qualities, to have a visual representation of the quality [[File:Kiriti pipit comaprisions.png]|600 px]

It is evident that, the Qualities marked as A and B are useful in terms of model training.