Holger Kirchhoff

According to our database, Holger Kirchhoff authored at least 14 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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, March, 2025

Improving Singing Voice Transcription Generalization with AI Generated Accompaniments.

Miguel Perez, Holger Kirchhoff, Peter Grosche, Xavier Serra

Proceedings of the MultiMedia Modeling, 2025

Singing Voice Accompaniment Data Augmentation with Generative Models.

Miguel Perez, Holger Kirchhoff, Peter Grosche, Xavier Serra

Proceedings of the IEEE International Conference on Acoustics, 2025

2024

WikiMuTe: A Web-Sourced Dataset of Semantic Descriptions for Music Audio.

Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

YourMT3+: Multi-Instrument Music Transcription with Enhanced Transformer Architectures and Cross-Dataset STEM Augmentation.

Sungkyun Chang, Emmanouil Benetos, Holger Kirchhoff, Simon Dixon

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023

WikiMuTe: A web-sourced dataset of semantic descriptions for music audio.

Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra

Dataset, December, 2023

TriAD: Capturing Harmonics With 3D Convolutions.

Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

2022

Matching Text and Audio Embeddings: Exploring Transfer-Learning Strategies for Language-Based Audio Retrieval.

Benno Weck, Miguel Pérez Fernández, Holger Kirchhoff, Xavier Serra

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2014

Towards complex matrix decomposition of spectrograms based on the relative phase offsets of harmonic sounds.

Holger Kirchhoff, Roland Badeau, Simon Dixon

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Automatic music transcription: challenges and future directions.

Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff, Anssi Klapuri

J. Intell. Inf. Syst., 2013

Missing template estimation for user-assisted music transcription.

Holger Kirchhoff, Simon Dixon, Anssi Klapuri

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Multi-Template Shift-Variant Non-Negative Matrix Deconvolution for Semi-Automatic Music Transcription.

Holger Kirchhoff, Simon Dixon, Anssi Klapuri

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Automatic Music Transcription: Breaking the Glass Ceiling.

Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff, Anssi Klapuri

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Shift-variant non-negative matrix deconvolution for music transcription.

Holger Kirchhoff, Simon Dixon, Anssi Klapuri

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012