1. Professor Barry Lloyd Vercoe
Co-Founder MIT Media Lab, Boston
Youth Innovation Forum
Tauranga Aug 7, 2015
Fostering Innovation
2. The Vision
ā¢ āFuture is not to predict, but to design.ā
ā Interdisciplinary research across arts, design,
science and technology, to invent new means
for human expression, learning and life.
3. The MIT Media Lab (1985 -)
One Laptop per Child (2005 -)
Echo Nest Corp (2006 - 2014)
3 organizations that have used
innovation & creativity
to effect world-wide change:
6. LEGO MindStorms (1998)
1st Successful Collaboration with Industry
ā¢ Programmable Bricks designed by
Fred Martin at MIT
ā¢ LEGO MindStorms products
7. Where do good Learning Ideas come from?
ā¢ Seymour Papertās work in Constructionism
ā¢ Childrenās programming language LOGO
ā¢ LEGO Logo, LEGO Mindstorms
ā¢ Jean Piaget
ā¢ Sylvia Ashton-Warner
12. The audio spotlight
Only those within
the beam can hear
the sound
Directed Audio Projected Audio
Sound can be
projected -
just like light
Audio
Image
You can put sound where you want it.
16. Where does innovation spring from?
- clash of cultures
- clash of disciplines and ways of thinking
- clash of different ways of doing things
- high tolerance for failure
17. Where does innovation spring from?
- clash of cultures
- clash of disciplines and ways of thinking
- clash of different ways of doing things
- high tolerance for failure
What are its deterrents?
- walls and buildings
- funding streams
- measures of success
- mid-level management
19. How can we FOSTER INNOVATION?
- create an open research environment that will
maximize lateral connections
across a broad range of disciplines
20. How can we FOSTER INNOVATION?
- create an open research environment that will
maximize lateral connections
across a broad range of disciplines
- encourage experiments
-
21. How can we FOSTER INNOVATION?
- create an open research environment that will
maximize lateral connections
across a broad range of disciplines
- encourage experiments
- avoid prescriptive goals
33. ā¢ What should children learn?
ā¢ Is computational thinking
the new literacy?
34. ā¢ What should machines learn?
Acoustic skill and understanding
35. Robust Audio Matching For Music Identification Wei Chai
can computer easily identify its
title even if there are some
variations?
Given a short audio clip,
36. Structural Analysis For Indexing And Thumbnailing Wei Chai
Find the most representative part of a piece
Find the repetitive structure of music
I want to hold your handYesterday
37. ā¢ What else should machines learn?
ā¢ Linguistic analysis of chat rooms
to gain insight into social trends
38. Query by description
Brian Whitman
ā¢ Relate Community metadata to Audio
What does Loud mean?
Play something fast with an
electronic beat
ā¢ Find a Natural interface for music
retrieval that captures style
39. P2P trend maps
ā¢ Far more #1s/year than āreal lifeā
ā¢ 7-14 day lead on big hits
ā¢ No genre stratification
41. ā¢ 2006: THE ECHO NEST founded
ā¢ 2012: Echo Nest becomes the
leading Music Intelligence company
Customers include MTV, Spotify
42. ā¢ 2006: THE ECHO NEST founded
ā¢ 2012: Echo Nest becomes the
leading Music Intelligence company
Customers include MTV, Spotify
2014: Spotify acquires Echo Nest
as its Music Intelligence engine.
45. How to FOSTER INNOVATION:
- create an open research environment that will
maximize lateral connections
across a broad range of disciplines
- encourage experiments
- avoid prescriptive goals
Editor's Notes
Seymour saying when children would program computers:
1) Limit by Price and availability
2) Real point: why we should care: What one can learn that otherwsie is too difficult at scale
3) Learning cultures and engagement