Shift-variant non-negative matrix deconvolution for music transcription. - Holger Kirchhoff; Simon Dixon; Anssi Klapuri (ICASSP, 2012)

Automatic Music Transcription: Breaking the Glass Ceiling. - Emmanouil Benetos; Simon Dixon; Dimitrios Giannoulis; Holger Kirchhoff; Anssi Klapuri (ISMIR, 2012)

Multi-Template Shift-Variant Non-Negative Matrix Deconvolution for Semi-Automatic Music Transcription. - Holger Kirchhoff; Simon Dixon; Anssi Klapuri (ISMIR, 2012)

Missing template estimation for user-assisted music transcription. - Holger Kirchhoff; Simon Dixon; Anssi Klapuri (ICASSP, 2013)

Automatic music transcription: challenges and future directions. - Emmanouil Benetos; Simon Dixon; Dimitrios Giannoulis; Holger Kirchhoff; Anssi Klapuri (J. Intell. Inf. Syst., 2013)

Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds. - Holger Kirchhoff; Roland Badeau; Simon Dixon (ICASSP, 2014)

Matching Text and Audio Embeddings: Exploring Transfer-Learning Strategies for Language-Based Audio Retrieval. - Benno Weck; Miguel Pérez Fernández; Holger Kirchhoff; Xavier Serra (DCASE, 2022)

TriAD: Capturing Harmonics With 3D Convolutions. - Miguel Pérez Fernández; Holger Kirchhoff; Xavier Serra (ISMIR, 2023)

WikiMuTe: A web-sourced dataset of semantic descriptions for music audio. - Benno Weck; Holger Kirchhoff; Peter Grosche; Xavier Serra (Zenodo, 2023)

YourMT3+: Multi-Instrument Music Transcription with Enhanced Transformer Architectures and Cross-Dataset STEM Augmentation. - Sungkyun Chang; Emmanouil Benetos; Holger Kirchhoff; Simon Dixon (MLSP, 2024)

WikiMuTe: A Web-Sourced Dataset of Semantic Descriptions for Music Audio. - Benno Weck; Holger Kirchhoff; Peter Grosche; Xavier Serra (MMM (5), 2024)

Singing Voice Accompaniment Data Augmentation with Generative Models. - Miguel Perez; Holger Kirchhoff; Peter Grosche; Xavier Serra (ICASSP Workshops, 2025)

Improving Singing Voice Transcription Generalization with AI Generated Accompaniments. - Miguel Perez; Holger Kirchhoff; Peter Grosche; Xavier Serra (MMM (2), 2025)

CrossMuSim: A Cross-Modal Framework for Music Similarity Retrieval with LLM-Powered Text Description Sourcing and Mining. - Tristan Tsoi; Jiajun Deng; Yaolong Ju; Benno Weck; Holger Kirchhoff; Simon Lui (CoRR, 2025)