Update README.md
This commit is contained in:
parent
b4f62df3fa
commit
0df51ec959
|
@ -1,9 +1,11 @@
|
||||||
# tfworldhackathon
|
# tfworldhackathon
|
||||||
GitHub repo for my Tensorflow World hackathon submission
|
GitHub repo for my Tensorflow World hackathon submission
|
||||||
|
|
||||||
[Video demo](https://www.youtube.com/watch?time_continue=2&v=DQDYsJXLqlo&feature=emb_logo)
|
[Piano demo](https://www.youtube.com/watch?time_continue=2&v=DQDYsJXLqlo&feature=emb_logo)
|
||||||
|
|
||||||
To replicate my results, just clone this repo and run `scripts/WGAN-GP.py` after modifying `DATA_DIR`. I used [this](http://deepyeti.ucsd.edu/cdonahue/wavegan/data/mancini_piano.tar.gz) data after converting the files to wave.
|
[Violin demo](https://www.youtube.com/watch?v=XcESDdsb3PU)
|
||||||
|
|
||||||
|
To replicate my results, just clone this repo and run `scripts/WGAN-GP.py` after modifying `DATA_DIR`. I used [this](http://deepyeti.ucsd.edu/cdonahue/wavegan/data/mancini_piano.tar.gz) data after converting the files to wave. The violin data I used was just scraped from Youtube.
|
||||||
|
|
||||||
## Inspiration
|
## Inspiration
|
||||||
Since the inception of generative adversarial networks, I have been fascinated by their capacity to perform tasks of unprecedented complexity. They are a prime example of how machines can learn in a similar manner to humans - akin to reinforcement learning. I am also a huge fan of music and love to play the piano. So I thought, why not conflate my love for machine learning and my passion for music!?
|
Since the inception of generative adversarial networks, I have been fascinated by their capacity to perform tasks of unprecedented complexity. They are a prime example of how machines can learn in a similar manner to humans - akin to reinforcement learning. I am also a huge fan of music and love to play the piano. So I thought, why not conflate my love for machine learning and my passion for music!?
|
||||||
|
|
Loading…
Reference in New Issue
Block a user