Deepsinger: Singing voice synthesis with data mined from the web
In this paper, we develop DeepSinger, a multi-lingual multi-singer singing voice synthesis
(SVS) system, which is built from scratch using singing training data mined from music …
(SVS) system, which is built from scratch using singing training data mined from music …
Automatic lyrics transcription of polyphonic music with lyrics-chord multi-task learning
Lyrics are the words that make up a song, while chords are harmonic sets of multiple notes
in music. Lyrics and chords are generally essential information in music, ie unaccompanied …
in music. Lyrics and chords are generally essential information in music, ie unaccompanied …
Automatic lyrics alignment and transcription in polyphonic music: Does background music help?
Automatic lyrics alignment and transcription in polyphonic music are challenging tasks
because the singing vocals are corrupted by the background music. In this work, we propose …
because the singing vocals are corrupted by the background music. In this work, we propose …
NHSS: A speech and singing parallel database
We present a database of parallel recordings of speech and singing, collected and released
by the Human Language Technology (HLT) laboratory at the National University of …
by the Human Language Technology (HLT) laboratory at the National University of …
Phoneme level lyrics alignment and text-informed singing voice separation
The goal of singing voice separation is to recover the vocals signal from music mixtures.
State-of-the-art performance is achieved by deep neural networks trained in a supervised …
State-of-the-art performance is achieved by deep neural networks trained in a supervised …
Genre-conditioned acoustic models for automatic lyrics transcription of polyphonic music
Lyrics transcription of polyphonic music is challenging not only because the singing vocals
are corrupted by the background music, but also because the background music and the …
are corrupted by the background music, but also because the background music and the …
Deep learning approaches in topics of singing information processing
Singing, the vocal productionof musical tones, is one of the most important elements of
music. Addressing the needs of real-world applications, the study of technologies related to …
music. Addressing the needs of real-world applications, the study of technologies related to …
Multilingual lyrics-to-audio alignment
Lyrics-to-audio alignment methods have recently reported impressive results, opening the
door to practical applications such as karaoke and within song navigation. However, most …
door to practical applications such as karaoke and within song navigation. However, most …
End-to-end lyrics recognition with voice to singing style transfer
Automatic transcription of monophonic/polyphonic music is a challenging task due to the
lack of availability of large amounts of transcribed data. In this paper, we propose a data …
lack of availability of large amounts of transcribed data. In this paper, we propose a data …
Low resource audio-to-lyrics alignment from polyphonic music recordings
Lyrics alignment in long music recordings can be memory exhaustive when performed in a
single pass. In this study, we present a novel method that performs audio-to-lyrics alignment …
single pass. In this study, we present a novel method that performs audio-to-lyrics alignment …