Artificial Intelligence in the Concertgebouw
Authors: Andreas Arzt, Harald Frostel, Thassilo Gadermaier, Martin Gasser, Maarten Grachten, Gerhard Widmer
IJCAI 2015 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | In addition to describing how we solved these challenges, we report on the first public live demonstration of our system in a regular concert in a famous concert hall, and provide a quantitative evaluation of the precision and robustness of our algorithm in solving this task. |
| Researcher Affiliation | Academia | (1)Johannes Kepler University, Linz, Austria (2)Austrian Research Institute for Artificial Intelligence, Vienna, Austria |
| Pseudocode | No | The paper does not contain any pseudocode or clearly labeled algorithm blocks. |
| Open Source Code | No | The paper does not provide any statement or link indicating that the source code for the described methodology is publicly available. |
| Open Datasets | No | The paper describes how the score representations were prepared from a recorded performance ("This version we selected a performance by the Royal Concertgebouw Orchestra from 2007, conducted by Mariss Jansons is manually annotated beforehand"), and lists other performances used (Table 1), but does not provide concrete access information (link, DOI, or formal citation for public access) to the annotated data used as the 'score' or 'training' basis. |
| Dataset Splits | No | The paper describes the data used for the 'score' and the 'live concert' for evaluation, but it does not specify any explicit training, validation, or test dataset splits in terms of percentages, counts, or predefined splits for model development and evaluation from a single larger dataset. |
| Hardware Specification | No | The paper only mentions "a regular consumer laptop" without providing specific hardware details like CPU, GPU models, or memory. |
| Software Dependencies | No | The paper mentions features from [Arzt et al., 2012] and algorithms like DTW, but it does not provide specific version numbers for any software dependencies, libraries, or programming languages used. |
| Experiment Setup | Yes | The setup was as follows. Two microphones were placed a few meters above the conductor, in an AB-setup, picking up the music... In a control room behind the scenes a regular consumer laptop was receiving the audio signal and feeding it to a music tracking algorithm, computing at any point during the performance the current position in the score. |