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Audio Feature Visualization


Enjoy an aesthetic landscape visualization generated for the above track based on its unique audio feature scores from Spotify API.


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How We Visualize Audio Features

We visualize a song based on 9 audio features populated by Spotify based on the characteristics of the song.
Below is a breakdown of each audio feature we’ve used in the visualization above. (hover to see their scores)

Explore a Feature by Comparing 2 Tracks



Energy

Energy is a measure from 0.0 to 1.0 and represents a perceptual measure of intensity and activity.
Typically, energetic tracks feel fast, loud, and noisy. For example, death metal has high energy, while
a Bach prelude scores low on the scale.


How we choose the visual encoding:

We use transparency of the entire picture to represent energy because we think an energeteic song will
have more presence and therefore has less transparency.





How We Visualize Lyrics


This 10 x 10 matrix represents 10 words of the sentence "You, you make me, make me, make me wanna cry."


Each row and column of the matrix corresponds to a word in the lyrics.
A grid cell is filled in if its row has the same word as its column.
The color of of the cell is determined by the frequency of words in the song.

How we assign color:
  1. Normalize # of count for each word in the matrix (# count/max count)
  2. Plot the matrix with colormap YlGnBu based on the relative score from 0-1
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Lyric Visualization



Below is the lyric visualization of the current song based on word frequency.

lyrics
Scroll to see full lyrics


I had a dream
I got everything I wanted
Not what you'd think
And if I'm being honest
It might've been a nightmare
To anyone who might care

Thought I could fly (fly)
So I stepped off the Golden, mm
Nobody cried (cried, cried, cried, cried)
Nobody even noticed
I saw them standing right there
Kinda thought they might care (might care, might care)

I had a dream
I got everything I wanted
But when I wake up, I see
You with me

And you say, "As long as I'm here
No one can hurt you
Don't wanna lie here
But you can learn to
If I could change
The way that you see yourself
You wouldn't wonder why you hear
They don't deserve you"

I tried to scream
But my head was underwater
They called me weak
Like I'm not just somebody's daughter
Coulda been a nightmare
But it felt like they were right there

And it feels like yesterday was a year ago
But I don't wanna let anybody know
'Cause everybody wants something from me now
And I don't wanna let 'em down

I had a dream
I got everything I wanted
But when I wake up, I see
You with me

And you say, "As long as I'm here
No one can hurt you
Don't wanna lie here
But you can learn to
If I could change
The way that you see yourself
You wouldn't wonder why you hear
They don't deserve you"

If I knew it all then would I do it again?
Would I do it again?
If they knew what they said would go straight to my head
What would they say instead?
If I knew it all then would I do it again?
Would I do it again?
If they knew what they said would go straight to my head
What would they say instead?


Below is the lyric visualization of the most frequent words for the current song.
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Below is the lyric visualization of the most frequent sentences for the current song.
lyrics
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