ipd.display( ipd.YouTubeVideo("ajCYQL8ouqw") )

"""
Explanation: &larr; Back to Index
Why Music Information Retrieval?
While you listen to these excerpts, name as many of its musical characteristics as you can:
End of explanation
"""


ipd.display( ipd.YouTubeVideo("PrVu9WKs498", start=8) )

"""
Explanation: (Chords)
Another:
End of explanation
"""


ipd.display( ipd.YouTubeVideo("Cxj8vSS2ELU", start=540) )

"""
Explanation: One more:
End of explanation
"""


ipd.display( ipd.YouTubeVideo("ECvinPjmBVE", start=6) )

"""
Explanation: Why MIR?

discover, organize, monetize media collections
search ("find me something that sounds like this")
songs, loops, speech, environmental sounds, sound effects


workflows in consumer products through machine hearing
automatic control of software and mobile devices

What is MIR?

fingerprinting
cover song detection
genre recognition
transcription
recommendation
symbolic melodic similarity
mood
source separation
instrument recognition 
pitch tracking
tempo estimation
score alignment
song structure/form
beat tracking
key detection
query by humming

Commercial Applications
Example: RiffStation
End of explanation
"""


ipd.display( ipd.YouTubeVideo("DiW6XVFeFgo", start=60))

"""
Explanation: Example: Melodyne
End of explanation
"""


ipd.display( ipd.YouTubeVideo("YDjsoZKlG04", start=155))

"""
Explanation: Example: Auto-Tune
End of explanation
"""


ipd.display( ipd.YouTubeVideo("TG-ivjyyYhM", start=35))

"""
Explanation: Example: Key Detection and Auto-harmonization with iZotope Nectar 2
End of explanation
"""


ipd.display( ipd.VimeoVideo("96140435") )

"""
Explanation: Example: Humtap
End of explanation
"""


