From f961d034997adcf830c9f206fe8997ed4c0b1247 Mon Sep 17 00:00:00 2001 From: Seth Forsgren Date: Mon, 28 Nov 2022 16:35:02 -0800 Subject: [PATCH] initial about wrapped up --- pages/about.tsx | 93 +++++++++++++++++++++++- public/about/mambo_but_from_jamaica.mp3 | Bin 0 -> 43308 bytes public/about/mambo_but_from_jamaica.png | Bin 0 -> 554813 bytes public/about/web_app_screenshot.png | Bin 0 -> 1257705 bytes 4 files changed, 92 insertions(+), 1 deletion(-) create mode 100644 public/about/mambo_but_from_jamaica.mp3 create mode 100644 public/about/mambo_but_from_jamaica.png create mode 100644 public/about/web_app_screenshot.png diff --git a/pages/about.tsx b/pages/about.tsx index 0a5be2f..0c1116e 100644 --- a/pages/about.tsx +++ b/pages/about.tsx @@ -6,6 +6,7 @@ import CaptionedImage from "../components/about/CaptionedImage"; import handDrawnSpectrogramImg from "../public/about/hand_drawn_spectrogram.png"; import fourierTransformImg from "../public/about/fourier_transform.png"; import spectrogramLabelImg from "../public/about/spectrogram_label.png"; +import webAppScreenshot from "../public/about/web_app_screenshot.png"; export default function Home() { return ( @@ -19,7 +20,7 @@ export default function Home() { (noun): riff + diffusion

- You’ve heard of{" "} + You've heard of{" "} Stable Diffusion @@ -272,6 +273,96 @@ export default function Home() { Your browser does not support audio. +

+ Interpolation of arabic gospel, this time with the same prompt + between two seeds: +

+
+ +
+

+ The huggingface {" "} + + diffusers + {" "} + library implements a wide range of pipelines including image-to-image + and prompt interpolation, but we did not find an implementation that + was able to do prompt interpolation combined with image-to-image + conditioning. We implemented this pipeline, along with support for + masking to limit generation to only parts of an image. Code {" "} + + here + . +

+

Interactive Web App

+

+ To put it all together, we made an interactive web app to type in prompts + and infinitely generate interpolated content in real time, while + visualizing the spectrogram timeline in 3D. +

+

+ As the user types in new prompts, the audio smoothly transitions to the + new prompt. If there is no new prompt, the app will interpolate between + different seeds of the same prompt. +

+ {"web +

+ The app is built using {" "} + + Next.js + , {" "} + + React + , {" "} + + Typescript + , {" "} + + three.js + , and {" "} + + Tailwind + , and deployed with {" "} + + Vercel + . + It communicates over an API to the inference server that does the GPU processing. +

+

+ The web app code is at {" "} + + https://github.com/hmartiro/riffusion-app + . +

+

+ The inference server code is at {" "} + + https://github.com/hmartiro/riffusion-inference + . +

+

+ If you have a powerful GPU, you can run the experience locally. +

+

Samples

+

+ Some of our favorite prompts and results. +

+ +
+ +
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