DeepScore

Meetings at 2:00 on Fridays

Feb 1

Film Color Grading, Emotion and Music

• Find 5 films that show case different color grading, emotion and music
• Essentia (for music/audio analysis)
• Color analysis in film -- Jacob,
• Emotion analysis/character finding -- w

Maya

-voice emotion, only voice for emotion?

-character vectors?

-voice emotio

Jacob

https://www.youtube.com/watch?v=_an9aIryJb8

https://www.youtube.com/watch?v=lce_DJH4XmE

https://www.youtube.com/watch?v=Q-TQQE1y68c

https://www.youtube.com/watch?v=N4iQ9B5ZWtg

https://www.youtube.com/watch?v=ctbI3RftTNk

https://filmschoolthrucommentaries.wordpress.com/2012/12/30/color-and-the-look-of-a-film-visual-analysis/

For next week -

Run Essentia on 5 films and emotion analysis code from last sem

Ania

Katie

-tweak models

Eddy

-data set

-

-set up remote account

Naveen and Brian

Piano to orchestra: https://hal.archives-ouvertes.fr/hal-01578292/document

-tranlation?

January 25

Maya

-background research into recognizing emotions from non-humans

Jacob

-back into emotions and trackings

-robots tracking emotions

-combining code

Ania

-Color schemes

--- tie into musical analysis

Katie:

• Melody generation
• Clear explanation next week of how last semesters generation system worked
  • list of positive and negative features of past generation (so ways to improve)

Eddy

+ Chord Generation

+ Keras/Tensorflow

+ http://karpathy.github.io/2015/05/21/rnn-effectiveness/

Naveen and Brian

-Orchestration

• Read this and explain to the group next week - https://www.gamedev.net/articles/audio/music-and-sound-fx/a-brief-guide-to-orchestration-r2718/
• Background research into computer orchestration (there is not much)
  • find any system that does a similar thing
• Rule based vs machine learning
  • https://www.forbes.com/sites/teradata/2015/12/15/data-science-machine-learning-vs-rules-based-systems/#76cd7fd12119
• Be ready to explain both readings

Jinwoo

-Jason will send you notes