Schubert Winterreise dataset: A multimodal scenario for music analysis
This article presents a multimodal dataset comprising various representations and
annotations of Franz Schubert's song cycle Winterreise. Schubert's seminal work constitutes …
annotations of Franz Schubert's song cycle Winterreise. Schubert's seminal work constitutes …
[PDF][PDF] Sync Toolbox: A Python package for efficient, robust, and accurate music synchronization
Music can be described and represented in many different ways, including as sheet music,
symbolic representations, and audio recordings (Müller, 2015). For each of these …
symbolic representations, and audio recordings (Müller, 2015). For each of these …
Hierarchical classification for instrument activity detection in orchestral music recordings
Instrument activity detection is a fundamental task in music information retrieval, serving as a
basis for many applications, such as music recommendation, music tagging, or remixing …
basis for many applications, such as music recommendation, music tagging, or remixing …
Comparing deep models and evaluation strategies for multi-pitch estimation in music recordings
Extracting pitch information from music recordings is a challenging but important problem in
music signal processing. Frame-wise transcription or multi-pitch estimation aims for …
music signal processing. Frame-wise transcription or multi-pitch estimation aims for …
[PDF][PDF] Learning Pitch-Class Representations from Score-Audio Pairs of Classical Music.
Chroma or pitch-class representations of audio recordings are an essential tool in music
information retrieval. Traditional chroma features relying on signal processing are often …
information retrieval. Traditional chroma features relying on signal processing are often …
Training deep pitch-class representations with a multi-label CTC loss
Despite the success of end-to-end approaches, chroma (or pitch-class) features remain a
useful mid-level representation of music audio recordings due to their direct interpretability …
useful mid-level representation of music audio recordings due to their direct interpretability …
[HTML][HTML] On evaluation of inter-and intra-rater agreement in music recommendation
A Flexer, T Lallai, K Rašl - Transactions of the International …, 2021 - transactions.ismir.net
Our work is concerned with the subjective perception of music similarity in the context of
music recommendation. We present two user studies to explore inter-and intra-rater …
music recommendation. We present two user studies to explore inter-and intra-rater …
Singing voice detection in opera recordings: A case study on robustness and generalization
Automatically detecting the presence of singing in music audio recordings is a central task
within music information retrieval. While modern machine-learning systems produce high …
within music information retrieval. While modern machine-learning systems produce high …
[PDF][PDF] A modular system for the harmonic analysis of musical scores using a large vocabulary
AP McLeod, MA Rohrmeier - Proceedings of the 22nd …, 2021 - infoscience.epfl.ch
The harmonic analysis of a musical composition is a fundamental step towards
understanding its structure. Central to this analysis is the labeling of segments of a piece …
understanding its structure. Central to this analysis is the labeling of segments of a piece …
Learning multi-pitch estimation from weakly aligned score-audio pairs using a multi-label CTC loss
Detecting the simultaneous activity of pitches in music audio recordings is a central task
within music processing, commonly known as multi-pitch estimation or frame-wise …
within music processing, commonly known as multi-pitch estimation or frame-wise …