Cross-modal music retrieval and applications: An overview of key methodologies
There has been a rapid growth of digitally available music data, including audio recordings,
digitized images of sheet music, album covers and liner notes, and video clips. This huge …
digitized images of sheet music, album covers and liner notes, and video clips. This huge …
Finding repeated patterns in music: State of knowledge, challenges, perspectives
B Janssen, WB De Haas, A Volk… - Sound, Music, and …, 2014 - Springer
This paper discusses the current state of knowledge on musical pattern finding. Various
studies propose computational methods to find repeated musical patterns. Our detailed …
studies propose computational methods to find repeated musical patterns. Our detailed …
Memory-restricted multiscale dynamic time warping
Dynamic Time Warping (DTW) is an established method for finding a global alignment
between two feature sequences. However, having a computational complexity that is …
between two feature sequences. However, having a computational complexity that is …
Robust quad-based audio fingerprinting
R Sonnleitner, G Widmer - IEEE/ACM Transactions on Audio …, 2015 - ieeexplore.ieee.org
We propose an audio fingerprinting method that adapts findings from the field of blind
astrometry to define simple, efficiently representable characteristic feature combinations …
astrometry to define simple, efficiently representable characteristic feature combinations …
Panako: a scalable acoustic fingerprinting system handling time-scale and pitch modification
In this paper a scalable granular acoustic fingerprinting system robust against time and pitch
scale modification is presented. The aim of acoustic fingerprinting is to identify identical, or …
scale modification is presented. The aim of acoustic fingerprinting is to identify identical, or …
[PDF][PDF] Flexible and robust music tracking
A Arzt - Ph. D. thesis, 2016 - epub.jku.at
Nowadays computers play an important role in all areas of music, from composition to
production and live performance. This is obvious for all kinds of popular music, where …
production and live performance. This is obvious for all kinds of popular music, where …
Measuring when a music generation algorithm copies too much: The originality report, cardinality score, and symbolic fingerprinting by geometric hashing
Research on automatic music generation lacks consideration of the originality of musical
outputs, creating risks of plagiarism and/or copyright infringement. We present the originality …
outputs, creating risks of plagiarism and/or copyright infringement. We present the originality …
Passage summarization with recurrent models for audio-sheet music retrieval
L Carvalho, G Widmer - arXiv preprint arXiv:2309.12111, 2023 - arxiv.org
Many applications of cross-modal music retrieval are related to connecting sheet music
images to audio recordings. A typical and recent approach to this is to learn, via deep neural …
images to audio recordings. A typical and recent approach to this is to learn, via deep neural …
Samaf: Sequence-to-sequence autoencoder model for audio fingerprinting
Audio fingerprinting techniques were developed to index and retrieve audio samples by
comparing a content-based compact signature of the audio instead of the entire audio …
comparing a content-based compact signature of the audio instead of the entire audio …
“A Good Algorithm Does Not Steal–It Imitates”: The Originality Report as a Means of Measuring When a Music Generation Algorithm Copies Too Much
Research on automatic music generation lacks consideration of the originality of musical
outputs, creating risks of plagiarism and/or copyright infringement. We present the originality …
outputs, creating risks of plagiarism and/or copyright infringement. We present the originality …