Signal processing for music analysis

M Muller, DPW Ellis, A Klapuri… - IEEE Journal of selected …, 2011 - ieeexplore.ieee.org
Music signal processing may appear to be the junior relation of the large and mature field of
speech signal processing, not least because many techniques and representations …

[PDF][PDF] Chroma Toolbox: MATLAB implementations for extracting variants of chroma-based audio features

S Ewert - Proc. ISMIR, 2011 - sebewert.github.io
Chroma-based audio features, which closely correlate to the aspect of harmony, are a well-
established tool in processing and analyzing music data. There are many ways of computing …

[图书][B] Fundamentals of music processing: Using Python and Jupyter notebooks

M Müller - 2021 - Springer
The textbook provides both profound technological knowledge and a comprehensive
treatment of essential topics in music processing and music information retrieval (MIR) …

[PDF][PDF] Music Genre Recognition Using Deep Neural Networks and Transfer Learning.

D Ghosal, MH Kolekar - Interspeech, 2018 - academia.edu
Music genre recognition is a very interesting area of research in the broad scope of music
information retrieval and audio signal processing. In this work we propose a novel approach …

Audio cover song identification and similarity: background, approaches, evaluation, and beyond

J Serra, E Gómez, P Herrera - Advances in music information retrieval, 2010 - Springer
A cover version is an alternative rendition of a previously recorded song. Given that a cover
may differ from the original song in timbre, tempo, structure, key, arrangement, or language …

Towards timbre-invariant audio features for harmony-based music

M Muller, S Ewert - IEEE Transactions on Audio, Speech, and …, 2010 - ieeexplore.ieee.org
Chroma-based audio features are a well-established tool for analyzing and comparing
harmony-based Western music that is based on the equal-tempered scale. By identifying …

Audio-based musical version identification: Elements and challenges

F Yesiler, G Doras, RM Bittner… - IEEE Signal …, 2021 - ieeexplore.ieee.org
Creating novel interpretations of existing musical compositions is and has always been an
essential part of musical practice. Before the advent of recorded music, listening to a piece of …

Accurate and scalable version identification using musically-motivated embeddings

F Yesiler, J Serrà, E Gómez - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
The version identification (VI) task deals with the automatic detection of recordings that
correspond to the same underlying musical piece. Despite many efforts, VI is still an open …

Audio content-based music retrieval

P Grosche, M Müller, J Serra - Dagstuhl Follow-Ups, 2012 - drops.dagstuhl.de
The rapidly growing corpus of digital audio material requires novel retrieval strategies for
exploring large music collections. Traditional retrieval strategies rely on metadata that …

Audio watermark

Y Lin, WH Abdulla - Audio Watermark A Comprehensive Foundation …, 2015 - Springer
Audio watermarking is a technique providing a promising solution to copyrights protection
for digital audio and multimedia products. Using this technique, hidden information called …