Musical scores comprise a dense set of labels on performances of classical western music. These labelings are analogous to semantic segmentations of visual imagery. However, in order to use a score as a segmentation map, we must first align it to particular audio recording by warping precise timings in the score onto expressive timings chosen by the performers. This is the music alignment problem. Using an alignment algorithm, we created the MusicNet dataset by aligning scores to a collection of freely-licensed recordings. We can use these labels to, for example, train an automatic music transcription system. In work appearing at ICASSP 2018, we describe a state-of-the-art transcription model trained using MusicNet that to-date (2019) is the best-performing algorithm in the MIREX transcription challenge.

Every project has a beautiful feature showcase page. It’s easy to include images in a flexible 3-column grid format. Make your photos 1/3, 2/3, or full width.

To give your project a background in the portfolio page, just add the img tag to the front matter like so:

layout: page
title: project
description: a project with a background image
img: /assets/img/12.jpg
Caption photos easily. On the left, a road goes through a tunnel. Middle, leaves artistically fall in a hipster photoshoot. Right, in another hipster photoshoot, a lumberjack grasps a handful of pine needles.
This image can also have a caption. It's like magic.

You can also put regular text between your rows of images. Say you wanted to write a little bit about your project before you posted the rest of the images. You describe how you toiled, sweated, bled for your project, and then… you reveal it’s glory in the next row of images.

You can also have artistically styled 2/3 + 1/3 images, like these.

The code is simple. Just wrap your images with <div class="col-sm"> and place them inside <div class="row"> (read more about the Bootstrap Grid system). To make images responsive, add img-fluid class to each; for rounded corners and shadows use rounded and z-depth-1 classes. Here’s the code for the last row of images above:

<div class="row justify-content-sm-center">
    <div class="col-sm-8 mt-3 mt-md-0">
        {% responsive_image path: assets/img/6.jpg title: "example image" class: "img-fluid rounded z-depth-1" %}
    <div class="col-sm-4 mt-3 mt-md-0">
        {% responsive_image path: assets/img/11.jpg title: "example image" class: "img-fluid rounded z-depth-1" %}