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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, i.e. a singing vocal extraction front end, followed by…

音频与语音处理 · 电气工程与系统科学 2023-05-08 Xiaoxue Gao , Chitralekha Gupta , Haizhou Li

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 singing style vary across music genres, such as pop, metal, and…

声音 · 计算机科学 2022-04-08 Xiaoxue Gao , Chitralekha Gupta , Haizhou Li

Lyric translation is a challenging task that requires balancing multiple musical constraints. Existing methods often rely on hand-crafted rules and sentence-level modeling, which restrict their ability to internalize musical-linguistic…

计算与语言 · 计算机科学 2025-10-24 Le Ren , Xiangjian Zeng , Qingqiang Wu , Ruoxuan Liang

Cross-lingual summarization involves the summarization of text written in one language to a different one. There is a body of research addressing cross-lingual summarization from English to other European languages. In this work, we aim to…

计算与语言 · 计算机科学 2023-12-25 Nikhilesh Bhatnagar , Ashok Urlana , Vandan Mujadia , Pruthwik Mishra , Dipti Misra Sharma

Language Identification is a very important part of several text processing pipelines. Extensive research has been done in this field. This paper proposes a procedure for automatic language identification of poems for poem analysis task,…

计算与语言 · 计算机科学 2021-01-01 Priyankit Acharya , Aditya Ku. Pathak , Rakesh Ch. Balabantaray , Anil Ku. Singh

Melody generation from lyrics has been a challenging research issue in the field of artificial intelligence and music, which enables to learn and discover latent relationship between interesting lyrics and accompanying melody.…

人工智能 · 计算机科学 2021-04-22 Yi Yu , Abhishek Srivastava , Simon Canales

The goal of Text-to-Speech (TTS) synthesis in a particular language is to convert arbitrary input text to intelligible and natural sounding speech. However, for a particular language like Hindi, which is a highly confusing language (due to…

计算与语言 · 计算机科学 2014-02-19 Shikha Kabra , Ritika Agarwal

Lyric-to-melody generation is an important task in automatic songwriting. Previous lyric-to-melody generation systems usually adopt end-to-end models that directly generate melodies from lyrics, which suffer from several issues: 1) lack of…

声音 · 计算机科学 2022-11-15 Zeqian Ju , Peiling Lu , Xu Tan , Rui Wang , Chen Zhang , Songruoyao Wu , Kejun Zhang , Xiangyang Li , Tao Qin , Tie-Yan Liu

Generative Large Language Models have shown impressive in-context learning abilities, performing well across various tasks with just a prompt. Previous melody-to-lyric research has been limited by scarce high-quality aligned data and…

计算与语言 · 计算机科学 2024-10-03 Hong-Hsiang Liu , Yi-Wen Liu

Multilingual automatic lyrics transcription (ALT) is a challenging task due to the limited availability of labelled data and the challenges introduced by singing, compared to multilingual automatic speech recognition. Although some…

音频与语音处理 · 电气工程与系统科学 2024-06-26 Jiawen Huang , Emmanouil Benetos

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 music archives. In this paper we propose BART-fusion, a…

声音 · 计算机科学 2022-08-25 Yixiao Zhang , Junyan Jiang , Gus Xia , Simon Dixon

Automatic question generation (QG) is a challenging problem in natural language understanding. QG systems are typically built assuming access to a large number of training instances where each instance is a question and its corresponding…

计算与语言 · 计算机科学 2019-06-07 Vishwajeet Kumar , Nitish Joshi , Arijit Mukherjee , Ganesh Ramakrishnan , Preethi Jyothi

Automatic speech recognition (ASR) and Text to speech (TTS) are two prominent area of research in human computer interaction nowadays. A set of phonetically rich sentences is in a matter of importance in order to develop these two…

计算与语言 · 计算机科学 2017-02-08 Shrikant Malviya , Rohit Mishra , Uma Shanker Tiwary

We apply a large multilingual language model (BLOOM-176B) in open-ended generation of Chinese song lyrics, and evaluate the resulting lyrics for coherence and creativity using human reviewers. We find that current computational metrics for…

计算与语言 · 计算机科学 2023-01-16 Evan Crothers , Herna Viktor , Nathalie Japkowicz

Translating lyrics for musicals presents unique challenges due to the need to ensure high translation quality while adhering to singability requirements such as length and rhyme. Existing song translation approaches often prioritize these…

计算与语言 · 计算机科学 2024-10-31 Zhuorui Ye , Jinhan Li , Rongwu Xu

Writing down lyrics for human consumption involves not only accurately capturing word sequences, but also incorporating punctuation and formatting for clarity and to convey contextual information. This includes song structure, emotional…

音频与语音处理 · 电气工程与系统科学 2024-08-14 Ondřej Cífka , Hendrik Schreiber , Luke Miner , Fabian-Robert Stöter

Developing parallel corpora is an important and a difficult activity for Machine Translation. This requires manual annotation by Human Translators. Translating same text again is a useless activity. There are tools available to implement…

计算与语言 · 计算机科学 2012-10-23 Nisheeth Joshi , Iti Mathur

Music is an integral part of human culture, embodying human intelligence and creativity, of which songs compose an essential part. While various aspects of song generation have been explored by previous works, such as singing voice, vocal…

Generating code-switched text is a problem of growing interest, especially given the scarcity of corpora containing large volumes of real code-switched text. In this work, we adapt a state-of-the-art neural machine translation model to…

计算与语言 · 计算机科学 2021-07-15 Ishan Tarunesh , Syamantak Kumar , Preethi Jyothi

Lyric translation plays a pivotal role in amplifying the global resonance of music, bridging cultural divides, and fostering universal connections. Translating lyrics, unlike conventional translation tasks, requires a delicate balance…

计算与语言 · 计算机科学 2023-08-29 Haven Kim , Kento Watanabe , Masataka Goto , Juhan Nam