====== Non-Human Language Processing =====
NLP for non-human language, such as bird songs or animal calls.

===== Papers =====
  * Bird songs
    * [[https://aclanthology.org/O14-2004.pdf|Tsai & Xue 2014 - On the Use of Speech Recognition Techniques to Identify Bird Species]]
    * [[https://peerj.com/articles/cs-223.pdf|Morfi et al 2019 - NIPS4Bplus: a richly annotated birdsong audio dataset]]
    * [[https://qmro.qmul.ac.uk/xmlui/bitstream/handle/123456789/58446/MORFI_GV_PhD_Final_ORG_040619.pdf?sequence=2&isAllowed=y|Morfi 2019 - Automatic detection and classification of bird sounds in low-resource wildlife audio datasets]] PhD thesis
    * [[https://www.sciencedirect.com/science/article/pii/S1574954121000273|Kahl et al 2021 - BirdNET: A deep learning solution for avian diversity monitoring]]
    * TweetyNet: [[https://elifesciences.org/articles/63853|2022- Automated annotation of birdsong with a neural network that segments spectrograms]]
    * See also references in [[http://cs230.stanford.edu/projects_winter_2021/reports/70762359.pdf|this class project report]]

===== Datasets =====
  * [[https://catalog.ldc.upenn.edu/LDC2010S05|LDC - Asian Elephant Vocalizations]]
  * [[https://catalog.ldc.upenn.edu/LDC2004S12|LDC - Field Recordings of Vervet Monkey Calls]]
  * Bird songs (search "bird song dataset" on Google)
    * [[https://www.kaggle.com/c/birdsong-recognition|Cornell Birdcall Identification]]
    * [[https://www.kaggle.com/datasets/rtatman/british-birdsong-dataset|British Birdsong Dataset]]
    * [[https://dcase.community/challenge2018/task-bird-audio-detection|Bird Audio Detection]]
    * [[https://www.gbif.org/dataset/b1047888-ae52-4179-9dd5-5448ea342a24|Xeno-canto - Bird sounds from around the world]]
    * [[http://machine-listening.eecs.qmul.ac.uk/bird-audio-detection-challenge/|Bird Audio Detection challenge]]
    * NIPS4Bplus [[https://peerj.com/articles/cs-223.pdf|paper]]
    * BirdSong dataset: [[https://paperswithcode.com/dataset/birdsong|paperswithcode]]

===== Resources =====
  * [[https://github.com/AgaMiko/bird-recognition-review|Bird recognition - review of useful resources]]
  * [[https://www.earthspecies.org/|Earth Species Project]] Nonprofit dedicated to decoding non-human language