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AI Musician vs. Human Musician (Ability of Compose music (Threat of AI to…
AI Musician vs. Human Musician
Abilities of AI
Determine the relationship between creativity and computing
The inspirations offered by Creative Computing are very close to the nature of creativity,thereby could provide a more efficient way to improve human creativity
Review and future prospect of the vast applications of machine learning has been made.
The main purpose of machine learning is to develop algorithms that assist in the creation of intelligent machines thus reducing the jobs of the programmers
Its importance tends to remain ever on the increase
Machine learning has proven to be vastly useful in a variety of fields
Ability of Compose music
AI Composer
.
Melomics:Iamus and
Melomics109 .
According to this model, a human composer becomes able to feed an idea—rather than discrete musical content—to the artificial composer and then receive an output that has processed the idea into music.
The human composer can then manipulate that product as they see fit: either manually or with other, more direct pieces of music technology.
Algorithm
Deep Learning Model
Input midi data and piano-roll data.
Use a 2-layered Long Short Term Memory (LSTM) recurrent neural network (RNN) architecture to produce a character level model to predict the next note in a sequence.
It able compose
a new music based on music data.
E.g. Amper.
Threat of AI to Composer
Possitive Opinion
Allowing more humans to adopt the role of composers
Humans will always be able to make the new, because of intention and self-awareness.
Negative Opinion
Traditional human composer may be threatened with extinction.
Weakness of AI composer
Produce human-like music.
Experimentation of features of music that have an influence on
music being perceived as human made or computer generated.
Features
Repetition
More tonality
Tonality
More change in pitch
,Pitch change
Less
repetition
Machines will always perform what they have been trained to do.
Musical Computational creativity( MUME)
Musebot
platform with a model of direct communication
between autonomous musicians.
There is still much to accomplish in the pursuit of Artificial Musical Intelligence and the goals of Musical Metacreation
over time the practice of musebot design could be expected to develop its own set of accepted methods
MuMe is a thriving field of research that speaks to the trends and
challenges of our time.
a way that facilitates integrating recent advances in
the MuMe
Ability of Music Performance
Vocaloid Software
Hatsune Miku
Character Design
Hologram graphic
High-resolution three-dimensional images.
Visualize Hatsune Miku as hologram graphic.
Hold "EXPO concert" around world
As performance musical guest at US live show
Perform on Lagy Gaga 's world tour concert
Sing
Based on music compose in vocaloid software.
How can we build an artificial performer that, with rehearsal
experience, automatically improves the ability to sense and interact with a human musician’s expression
machine learning
algorithms( linear models)
Timing is highly related to the
rhythm context, but not affected much by pitch
Computer music systems can interact with humans.
System can learn musicianship for duet interaction from rehearsal
experience
6 to 8
beats local context leads to the best estimations
Threat of AI to Music Performer
Replace reality music performer by virtual music performer.
E.g. Hatsune Miku
How?
Market driven strategy on consumer behavior
Cultural
Popular Japanese culture factor
Anime and manga.
J-pop, and Virtual
Idol
social
Miku’s fans community
Supply chain partnership
Supply Chain Partnership Crypton with Other Companies
Figure Hatsune Miku using
Game
Partnership Crypton With Sega and Sony Entertainment
1 more item...
Goods
Partnership Crypton with Sony Mobile Communications
3 more items...
Partnership Crypton with Good Smile Company
1 more item...
Hatsune Miku take over America
Hold her EXPO concert around world.
Miku has performed on the "Late Show with David Letterman,"
Perform on Lagy Gaga 's world tour concert
Music collaborated with Pharrell
She appeared as a spokeswoman for Toyota,
Featured in an LG commercial with Jason Statham
Because AI make musicians more creative
computer is exposed to a wide range of musical styles and then does its best to replicate the kind of song you wan
The first century of popular music has equally been driven by visual style and an artist’s sensitivity to the context in which they operate. With AI as another artistic tool, such nuance will not be upended in the short-term
technology makes things more efficient and productive in the pursuit of creativity.
this whole creative AI thing, it's not really a brand-new concept - it's more a continuation of what we've seen over 100s and 100s of years."
How Music Generated by AI Is Reshaping -- Not Destroying The Industry
creative AI will reshape the industry not by eliminating jobs, but rather by freeing up real estate in the human mind to capitalize on certain perspectives and actions that it could not afford to take previously.
