Detecting screams from home audio recordings to identify tantrums: exploratory study using transfer machine learning

HIGHLIGHTS

  • who: Unknown from the The Abigail Wexner Research Institute, United States have published the research: Detecting Screams From Home Audio Recordings to Identify Tantrums: Exploratory Study Using Transfer Machine Learning, in the Journal: (JOURNAL)
  • what: Google's VGGish network was chosen for two reasons: first, the research behind its feature extraction is more current, and second, it was used in similar recent classification tasks . Although this work has obvious applications in surveillance, a similar methodology could be used to detect aggression or anger in the home.
  • future: In future work the authors plan . . .

     

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