End-to-end lyrics alignment for polyphonic music using an audio-to-character recognition model

D Stoller, S Durand, S Ewert - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Time-aligned lyrics can enrich the music listening experience by enabling karaoke, text-
based song retrieval and intra-song navigation, and other applications. Compared to text-to …

Automatic lyrics transcription of polyphonic music with lyrics-chord multi-task learning

X Gao, C Gupta, H Li - IEEE/ACM Transactions on Audio …, 2022 - ieeexplore.ieee.org
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 …

Automatic lyrics transcription using dilated convolutional neural networks with self-attention

E Demirel, S Ahlbäck, S Dixon - 2020 International Joint …, 2020 - ieeexplore.ieee.org
Speech recognition is a well developed research field so that the current state of the art
systems are being used in many applications in the software industry, yet as by today, there …

Deep learning approaches in topics of singing information processing

C Gupta, H Li, M Goto - IEEE/ACM Transactions on Audio …, 2022 - ieeexplore.ieee.org
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 …

Denoising auto-encoder with recurrent skip connections and residual regression for music source separation

JY Liu, YH Yang - 2018 17th IEEE International Conference on …, 2018 - ieeexplore.ieee.org
Convolutional neural networks with skip connections have shown good performance in
music source separation. In this work, we propose a denoising Auto-encoder with Recurrent …

Pdaugment: Data augmentation by pitch and duration adjustments for automatic lyrics transcription

C Zhang, J Yu, LC Chang, X Tan, J Chen, T Qin… - arXiv preprint arXiv …, 2021 - arxiv.org
Automatic lyrics transcription (ALT), which can be regarded as automatic speech recognition
(ASR) on singing voice, is an interesting and practical topic in academia and industry. ALT …

[PDF][PDF] Automatic Lyric Transcription from Karaoke Vocal Tracks: Resources and a Baseline System.

GR Dabike, J Barker - Interspeech, 2019 - isca-archive.org
Automatic sung speech recognition is a relatively understudied topic that has been held
back by a lack of large and freely available datasets. This has recently changed thanks to …

Polyscriber: Integrated fine-tuning of extractor and lyrics transcriber for polyphonic music

X Gao, C Gupta, H Li - IEEE/ACM Transactions on Audio …, 2023 - ieeexplore.ieee.org
Lyrics transcription of polyphonic music is challenging as the background music affects lyrics
intelligibility. Typically, lyrics transcription can be performed by a two-step pipeline, ie a …

Hacker's Paradise: Analysing Music in a Cybercrime Forum

A Talas, A Hutchings - 2023 APWG Symposium on Electronic …, 2023 - ieeexplore.ieee.org
Underground cybercrime forums have numerous discussion boards where users interact
with each other. The majority of the topics revolve around technology, but a substantial …

More than words: Advancements and challenges in speech recognition for singing

A Kruspe - arXiv preprint arXiv:2403.09298, 2024 - arxiv.org
This paper addresses the challenges and advancements in speech recognition for singing,
a domain distinctly different from standard speech recognition. Singing encompasses …