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 …

Unveiling the essence of poetry: Introducing a comprehensive dataset and benchmark for poem summarization

R Mahbub, I Khan, S Anuva, MS Shahriar… - Proceedings of the …, 2023 - aclanthology.org
While research in natural language processing has progressed significantly in creative
language generation, the question of whether language models can interpret the intended …

Interpreting song lyrics with an audio-informed pre-trained language model

Y Zhang, J Jiang, G Xia, S Dixon - arXiv preprint arXiv:2208.11671, 2022 - arxiv.org
Lyric interpretations can help people understand songs and their lyrics quickly, and can also
make it easier to manage, retrieve and discover songs efficiently from the growing mass of …

OpenMU: Your Swiss Army Knife for Music Understanding

M Zhao, Z Zhong, Z Mao, S Yang, WH Liao… - arXiv preprint arXiv …, 2024 - arxiv.org
We present OpenMU-Bench, a large-scale benchmark suite for addressing the data scarcity
issue in training multimodal language models to understand music. To construct OpenMU …

Analysis of the Arab singer Shadia's lyrics

MA Khamis, W Gomaa - International Journal of Data Science and …, 2024 - Springer
In this work, we analyze the lyrics of one of the most famous and influential Arab artists in the
twentieth century, namely (Shadia). Lyrics analysis provides a deep insight into the artist's …

Scansion-based lyrics generation

Y Chen, S Teufel - Proceedings of the 2024 Joint International …, 2024 - aclanthology.org
We aim to generate lyrics for Mandarin songs with a good match between the melody and
the tonal contour of the lyrics. Our solution relies on mBart, treating lyrics generation as a …

[PDF][PDF] Text-to-Lyrics Generation With Image-Based Semantics and Reduced Risk of Plagiarism.

K Watanabe, M Goto - ISMIR, 2023 - staff.aist.go.jp
This paper proposes a text-to-lyrics generation method, aiming to provide lyric writing
support by suggesting the generated lyrics to users who struggle to find the right words to …

A Computational Evaluation Framework for Singable Lyric Translation

H Kim, K Watanabe, M Goto, J Nam - arXiv preprint arXiv:2308.13715, 2023 - arxiv.org
Lyric translation plays a pivotal role in amplifying the global resonance of music, bridging
cultural divides, and fostering universal connections. Translating lyrics, unlike conventional …

K-pop Lyric Translation: Dataset, Analysis, and Neural-Modelling

H Kim, J Jung, D Jeong, J Nam - arXiv preprint arXiv:2309.11093, 2023 - arxiv.org
Lyric translation, a field studied for over a century, is now attracting computational linguistics
researchers. We identified two limitations in previous studies. Firstly, lyric translation studies …

Charting the Universe of Metal Music Lyrics and Analyzing Their Relation to Perceived Audio Hardness

A Flexer, I Czedik-Eysenberg, O Wieczorek… - Transactions of the …, 2024 - epub.jku.at
We analyze the relationship between the musical and the lyrical content of metal music by
combining automated audio feature extraction and quantitative text analysis on a corpus of …