changed metric to be between 0 and 100

ArtistCoherencyModel.py

@@ -85,7 +85,7 @@ class ArtistCoherencyModel(nn.Module, PyTorchModelHubMixin):
         coherent_index = self.ffnn.label2id[f"{artist_name}-coherent"]
         logits = self.generate_artist_coherency_logits(song_or_embedding)
         coherent_score = logits[coherent_index]
-        return float(coherent_score)
+        return 100 * float(coherent_score)
 
     def predict(
         self, song_or_embedding: Union[str, torch.Tensor], return_ids: bool = False

test2.txt

@@ -0,0 +1,87 @@
+[Intro]
+Bikini bottoms and bikini tops
+You can catch Thee Stallion drinking out a Henny bottle, lookin' hot (Ayy, yeah)
+Hot girl, hot girl, hot girl, hot girl
+[Verse 1]
+Shades on in the party, am I lit? Bitch, of course (Duh)
+H-Town hottie, I'm the black Regina George (I'm the black Regina George)
+Ex tried to play me like a ho (What?)
+I put him on the block 'cause that just make him want me more (Ahh)
+And I don't wanna talk, I put my phone on DND (Yeah)
+I'm with my other nigga, tryna creep like TLC (What?)
+And when he tryna start, I push that button, E-N-D (Uh-uh)
+And only time I see him, when I'm tryna get some D (Ayy, ayy, ayy, ayy, yeah)
+I don't wanna call, I don't wanna text
+Tryna set me up, put me on the net (I ain't goin')
+I don't do no pics, I don't shoot no vids (Hell nah)
+And you ain't gon' see my name in no GM (Nope)
+[Pre-Chorus]
+I be doing me, hanging lowkey (In the back)
+They gon' do the most, I'ma keep it G (Keep it player)
+I don't say a word but I'm gettin' seen
+Everything I do, I do it naturally, ayy, yeah
+[Chorus]
+Naturally (I'm a star)
+Naturally (I'm that bitch)
+Naturally (Check my 'fit)
+Naturally (Do what I want)
+Naturally (Stalli)
+Naturally (I'm the shit)
+Everything I do, I do it naturally
+[Verse 2]
+I was never meant to live life like a simp
+Fuck getting skimped, I'd rather be a pimp (I'd rather be a pimp)
+And every enemy I had started as a friend
+They wanna see me shine but not harder than them
+So I stepped out, body like pow (Voila)
+If he runnin' with that money, you know Megan in route (Yeah)
+Got your daddy drinking out the bottle, he wanna be down
+He be actin' like a kid, running from your mama house
+I'm sexy and we know that ain't a secret (Nope)
+Slicked back ponytail like I'm Puerto Rican (Yes ma'am)
+Baby hairs on, \"Yes ma'am, bitch, kill it\" (Girl, kill it)
+I'm so bad, I look like a super villain
+[Pre-Chorus]
+I be doing me, hanging lowkey (In the back)
+They gon' do the most, I'ma keep it G (Keep it player)
+I don't say a word but I'm gettin' seen
+Everything I do, I do it naturally, ayy, yeah
+[Chorus]
+Naturally (I'm a star)
+Naturally (I'm that bitch)
+Naturally (Check my 'fit)
+Naturally (Do what I want)
+Naturally (Stalli)
+Naturally (I'm the shit)
+Everything I do, I do it naturally
+[Verse 3]
+Hot girl, big bucks
+Pull up in that, \"What the fuck?\"
+Bad bitch, super model
+Make your nigga suck my pussy like a baby bottle (Mwah)
+They be tryna block my blessings, I'm like AND1 (Woo)
+And I bet your nigga is a fan, huh (Ahh)
+He wanna ride 'cause I'm cooler than a fan, huh
+I'm so hot, he wanna kiss on my tan lines
+Fine and I'm slim (Slim), I be in the gym (Yeah)
+I know some mad hoes built like M&M's (Built like M&M's)
+And a couple of these dudes with these damn slim jims (Uh-huh)
+Buying big magnums, tryna fuck you backwards
+But I like it with the lights on (Lights on)
+I need to see if that thang really hang long (Hang long)
+And he say I'm a dog, I'ma need a big bone (Big bone)
+And if you fall short, I'm a send yo' ass home
+Nigga, take yo' ass on
+[Pre-Chorus]
+I be doing me, hanging lowkey (In the back)
+They gon' do the most, I'ma keep it G (Keep it player)
+I don't say a word but I'm gettin' seen
+Everything I do, I do it naturally, ayy, yeah
+[Chorus]
+Naturally (I'm a star)
+Naturally (I'm that bitch)
+Naturally (Check my 'fit)
+Naturally (Do what I want)
+Naturally (Stalli)
+Naturally (I'm the shit)
+Everything I do, I do it naturally (Ahh)

test3.txt

@@ -0,0 +1,64 @@
+[Intro: Idris Elba & James Corden]
+We can go drivin' in, on my scooter
+Uh, you know, just 'round London (Oh, I'd—)
+[Verse 1]
+I love my hometown as much as Motown, I love SoCal
+And you know I love Springsteen, faded blue jeans, Tennessee whiskey
+But somethin' happened, I heard him laughin'
+I saw the dimples first and then I heard the accent
+[Pre-Chorus]
+They say, \"Home is where the heart is\"
+But that's not where mine lives
+[Chorus]
+You know I love a London boy
+I enjoy walkin' Camden Market in the afternoon
+He likes my American smile, like a child when our eyes meet
+Darling, I fancy you
+Took me back to Highgate, met all of his best mates
+So I guess all the rumors are true
+You know I love a London boy
+Boy, I fancy you (Ooh)
+[Verse 2]
+And now I love high tea, stories from Uni' and the West End
+You can find me in the pub, we are watchin' rugby with his school friends
+Show me a gray sky, a rainy cab ride
+Babes, don't threaten me with a good time
+[Pre-Chorus]
+They say, \"Home is where the heart is\"
+But, God, I love the English
+[Chorus]
+You know I love a London boy
+I enjoy nights in Brixton, Shoreditch in the afternoon
+He likes my American smile, like a child when our eyes meet
+Darling, I fancy you
+Took me back to Highgate, met all of his best mates
+So I guess all the rumors are true
+You know I love a London boy
+Boy, I fancy you
+[Bridge]
+So please show me Hackney
+Doesn't have to be Louis V up on Bond Street
+Just wanna be with you
+Wanna be with you
+Stick with me, I'm your queen
+Like a Tennessee Stella McCartney on the Heath
+Just wanna be with you (Wanna be with you)
+Wanna be with you, oh, woah
+[Chorus]
+You know I love a London boy
+I enjoy walkin' Soho, drinkin' in the afternoon (Yeah)
+He likes my American smile, like a child when our eyes meet
+Darling, I fancy you (You)
+Took me back to Highgate, met all of his best mates
+So I guess all the rumors are true (Yeah)
+You know I love a London boy (Oh)
+Boy (Oh), I fancy you (I fancy you; ooh)
+[Outro]
+So please show me Hackney
+Doesn't have to be Louis V up on Bond Street
+Just wanna be with you (Ooh)
+I, oh, I, I fancy you, oh, woah-ah-ah (Ooh)
+Stick with me, I'm your queen
+Like a Tennessee Stella McCartney on the Heath
+Just wanna be with you (Ooh), wanna be with you
+I fancy you (Yeah), I fancy you, ah-ah (Ooh)