ICASSP 2020: Demo

AUTOMATIC LYRICS TRANSCRIPTION IN POLYPHONIC MUSIC:DOES BACKGROUND MUSIC HELP?

Mauch's dataset

Song: Duffy.WarwickAvenue

Lyrics Alignment Demo

With Genre-PHONE models
Mean absolute word alignment error = 0.05 seconds



Lyrics Transcription Demo


With Genre-SIL models
WER(%) = 12.88

Output Transcription:

OH WHEN I GET TO WARWICK AVENUE
ME ME BY THE ENTRANCE OF THE TUBE
WE CAN'T TALK THINGS OVER A LITTLE TIME
PROMISE ME YOU WON'T STAND BY *** ME
WHEN I GET TO WARWICK AVENUE
PLEASE DROP THE PAST AND BE TRUE
DON'T THINK WE'RE OK JUST BECAUSE I'M HERE
YOU HURT ME BAD BUT I WON'T SHED A TEAR
I'M LEAVING YOU FOR THE LAST TIME BABY
YOU THINK YOU'RE LOVING MAGIC DON'T LOVE ME
I'VE BEEN CONFUSED AND OF MY MIND
LATELY YOU THINK YOU'RE LOVING
BUT I WANT TO BE FREE BABY YOU'VE HURT ME
WHEN I GET TO WARWICK AVENUE
WILL SPEND AN HOUR BUT NO MORE *** TO I ONLY CHANCE TO SPEAK
WON'T SMALL I SHOWED YOU THE ANSWERS NOW
HE'S THE DOOR
WHEN I GET TO WARWICK AVENUE
I'LL TELL YOU BABY NOW WILL PROVE I'M LEAVING YOU
FOR THE LAST TIME BABY
YOU THINK YOU'RE LOVING BUT YOU DON'T LOVE ME
I'VE BEEN CONFUSED STARTED MY MIND LAME THAN
YOU THINK YOU'RE LOVING BUT YOU DON'T LOVE ME
I WANT TO BE FREE BABY
YOU'VE HURT ME ALL THE DAYS SPENT TOGETHER
I WISHED FOR BETTER BUT I DIDN'T WANT THE TRAIN TO COME NOW
IT'S DEPARTED I'M BROKEN HEARTED IT SEEMS LIKE WE NEVER STARTED
ALL THOSE DAYS SPENT TOGETHER WHEN I WISHED FOR BETTER
AND I DIDN'T WANT THE TRAIN TO GO
YOU THINK YOU'RE LOVING BUT YOU DON'T LOVE ME
I WANT TO BE FREE BABY
YOU HURT ME DON'T LOVE ME
I WANT TO BE FREE BABY YOU'VE HURT