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Emotion recognition and play a song from playlist to uplift the mood

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Elevate

Emotion recognition and play a song from playlist to uplift the mood.

abstract

  • Analyzing Video Stream and predicting an emotion. We will need to detect face from video stream and use amazon emotion rekognition API to determine emotion.
  • Build a model that analyzes an audio file and determines the mood of a song. Classify the sample playlist of spotify songs into different moods. Store the mood of song into dynamoDB.
  • Use emotion recognition response and play a song from classified playlist using predefined mapping between emotion <-> mood of the song.

Architecture

abstract

Sumerian (front-end)

abstract

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Emotion recognition and play a song from playlist to uplift the mood

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  • Jupyter Notebook 53.4%
  • JavaScript 46.6%