ISMIR-2023-Papers

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ISMIR-2023-Papers

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ISMIR 2023 Papers: A complete collection of influential and exciting research papers from the ISMIR 2023 conference.

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# ISMIR-2023-Papers

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---

ISMIR 2023 Papers: A complete collection of influential and exciting research papers from the [*ISMIR 2023*](https://ismir2023.ismir.net/) conference. Explore the latest advances in Music information retrieval. Code included. :star:

![Total Papers](https://img.shields.io/badge/Total%20Papers-144-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-55%20(38.19%25)-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-69%20(47.92%25)%20*-1D7FBF)

> :point_right: `*` This count includes repositories on GitHub, GitLab, Hugging Face, and distributions on PyPI, while excluding Web Page or GitHub Page links.

---

[*The PDF version of the ISMIR 2023 Conference Programme*](https://ismir2023.ismir.net/assets/img/detailed_schedule.pdf), comprises a list of all accepted full papers, their presentation order, as well as the designated presentation times.

---

<a href="https://github.com/DmitryRyumin/NewEraAI-Papers" style="float:left;">
 <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/arrow_click_cursor_pointer.png" width="25" />
 Other collections of the best AI conferences
</a>

> :exclamation: Conference table will be up to date all the time.

<table>
 <tr>
 <td rowspan="2" align="center">Conference</td>
 <td colspan="1" align="center">Year</td>
 </tr>
 <tr>
 <td colspan="1" align="center">2023</td>
 </tr>
 <tr>
 <td colspan="2" align="center">Computer Vision (CV)</td>
 </tr>
 <tr>
 <td>CVPR</td>
 <td align="center"><a href="https://github.com/DmitryRyumin/CVPR-2023-Papers" target="_blank"><img src="https://img.shields.io/github/stars/DmitryRyumin/CVPR-2023-Papers" /></a></td>
 </tr>
 <tr>
 <td>ICCV</td>
 <td align="center"><a href="https://github.com/DmitryRyumin/ICCV-2023-Papers" target="_blank"><img src="https://img.shields.io/github/stars/DmitryRyumin/ICCV-2023-Papers" />&nbsp;<img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/done.svg" width="20" /></a></td>
 </tr>
 <tr>
 <td colspan="2" align="center">Speech/Signal Processing (SP/SigProc)</td>
 </tr>
 <tr>
 <td>ICASSP</td>
 <td align="center"><a href="https://github.com/DmitryRyumin/ICASSP-2023-Papers" target="_blank"><img src="https://img.shields.io/github/stars/DmitryRyumin/ICASSP-2023-Papers" /></a></td>
 </tr>
 <tr>
 <td>INTERSPEECH</td>
 <td align="center"><a href="https://github.com/DmitryRyumin/INTERSPEECH-2023-Papers" target="_blank"><img src="https://img.shields.io/github/stars/DmitryRyumin/INTERSPEECH-2023-Papers" />&nbsp;<img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/done.svg" width="20" /></a></td>
 </tr>
</table>

---

## Contributors

Contributions to improve the completeness of this list are greatly appreciated. If you come across any overlooked papers, please **feel free to [*create pull requests*](https://github.com/yamathcy/ISMIR-2023-Papers/pulls), [*open issues*](https://github.com/yamathcy/ISMIR-2023-Papers/issues) or contact me via [*email*](mailto:yyamamoto13044aa@gmail.com)**. Your participation is crucial to making this repository even better.

---

## [Tutorials](https://ismir2023.ismir.net/tutorials/)

| **Title** | **Material** |
|--------|:---------:|
|[Analysing Physiological Data Collected During Music Listening: An Introduction](https://ismir2023.ismir.net/tutorials/#1-analysing-physiological-data-collected-during-music-listening-an-introduction)|[![WEB Page](https://img.shields.io/badge/WEB-Page-159957.svg)](https://laurabishop.github.io/MusicDiscoveryPupil/)|
|[Introduction to Differentiable Audio Synthesizer Programming](https://ismir2023.ismir.net/tutorials/#2-introduction-to-differentiable-audio-synthesizer-programming)|[![WEB Page](https://img.shields.io/badge/WEB-Page-159957.svg)](https://intro2ddsp.github.io/)|
|[Transformer-based Symbolic Music Generation: Fundamentals to Advanced Concepts, Stylistic Considerations, Conditioning Mechanisms and Large Language Models](https://ismir2023.ismir.net/tutorials/#3-transformer-based-symbolic-music-generation-fundamentals-to-advanced-concepts-stylistic-considerations-conditioning-mechanisms-and-large-language-models)|[![Google Slide](https://img.shields.io/badge/Google-Slide-FFD21F.svg)](https://docs.google.com/presentation/d/1AB27cUQzXaKbZlh3xtOCTWHR-PdWWXrF8K9xROFoNvk/edit?usp=sharing)[![Google Slide](https://img.shields.io/badge/Google-Slide-FFD21F.svg)](https://docs.google.com/presentation/d/1qPPOfn8YDNIvpnGZFvx8UVYLuA8iXiHKK8OJgq7RSiM/edit?usp=sharing)|
|[Computer-Assisted Music-Making Systems: Taxonomy, Review, and Coding](https://ismir2023.ismir.net/tutorials/#4-computer-assisted-music-making-systems-taxonomy-review-and-coding)|:heavy_minus_sign:|
|[Learning with Music Signals: Technology Meets Education](https://ismir2023.ismir.net/tutorials/#5-learning-with-music-signals-technology-meets-education)|:heavy_minus_sign:|
|[Kymatio: Deep Learning Meets Wavelet Theory for Music Signal Processing](https://ismir2023.ismir.net/tutorials/#6-kymatio-deep-learning-meets-wavelet-theory-for-music-signal-processing)|[![WEB Page](https://img.shields.io/badge/WEB-Page-159957.svg)](https://www.kymat.io/ismir23-tutorial/intro.html)|
---

## [Papers](https://ismir2023.ismir.net/)

<details open>
<summary>List of sessions<a id="sections"></a></summary>

- [Session 1](#session-1)
- [Session 2](#session-2)
- [Session 3](#session-3)
- [Session 4](#session-4)
- [Session 5](#session-5)
- [Session 6](#session-6)
- [Session 7](#session-7)
- [Late-Breaking Demo](#late-breaking-demo)

</details>

### Session 1

![Session Papers](https://img.shields.io/badge/Session%20Papers-16-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-7-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-11-1D7FBF)

| **Title** | **Repo** | **Paper** |
|-----------|:--------:|:---------:|
| [Exploring the Correspondence of Melodic Contour with Gesture in Raga Alap Singing](http://ismir2023program.ismir.net/poster_64.html) | [![WEB Page](https://img.shields.io/badge/WEB-Page-159957.svg)](https://dap-lab.github.io/audioGestureCorrespondence/) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000001.pdf) [![Pdf](https://img.shields.io/badge/pdf-version-003B10.svg)](https://dap-lab.github.io/audioGestureCorrespondence/pdf/paper.pdf) |
| [TriAD: Capturing Harmonics with 3D Convolutions](http://ismir2023program.ismir.net/poster_11.html) | [![GitHub](https://img.shields.io/github/stars/migperfer/TriAD-ISMIR2023)](https://github.com/migperfer/TriAD-ISMIR2023) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000002.pdf) |
| [Data Collection in Music Generation Training Sets: A Critical Analysis](http://ismir2023program.ismir.net/poster_15.html) | [![GitHub](https://img.shields.io/github/stars/Sma1033/amgdatasetethics)](https://github.com/Sma1033/amgdatasetethics) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000003.pdf) |
| [A Review of Validity and its Relationship to Music Information Research](http://ismir2023program.ismir.net/poster_18.html) | [![GitHub](https://img.shields.io/github/stars/boblsturm/mirvaliditytutorial)](https://github.com/boblsturm/mirvaliditytutorial) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000004.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2301.01578-b31b1b.svg)](https://arxiv.org/abs/2301.01578) |
| [Segmentation and Analysis of Taniavartanam in Carnatic Music Concerts](http://ismir2023program.ismir.net/poster_19.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000005.pdf) |
| [Transfer Learning and Bias Correction with Pre-Trained Audio Embeddings](http://ismir2023program.ismir.net/poster_280.html) | [![GitHub](https://img.shields.io/github/stars/changhongw/audio-embedding-bias)](https://github.com/changhongw/audio-embedding-bias) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000006.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.10834-b31b1b.svg)](https://arxiv.org/abs/2307.10834) |
| [Collaborative Song Dataset (CoSoD): An Annotated Dataset of Multi-Artist Collaborations in Popular Music](http://ismir2023program.ismir.net/poster_37.html) | [![GitHub](https://img.shields.io/github/stars/duguay-michele/CoSoD)](https://github.com/duguay-michele/CoSoD) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000007.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.05588-b31b1b.svg)](https://arxiv.org/abs/2307.05588) |
| [Human-AI Music Creation: Understanding the Perceptions and Experiences of Music Creators for Ethical and Productive Collaboration](http://ismir2023program.ismir.net/poster_58.html) | [![GitHub](https://img.shields.io/github/stars/michelenewman/ISMIR23_supplemental_material)](https://github.com/michelenewman/ISMIR23_supplemental_material) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000008.pdf) |
| [Impact of Time and Note Duration Tokenizations on Deep Learning Symbolic Music Modeling](http://ismir2023program.ismir.net/poster_45.html)| [![GitHub](https://img.shields.io/github/stars/Natooz/music-modeling-time-duration)](https://github.com/Natooz/music-modeling-time-duration) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000009.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2310.08497-b31b1b.svg)](https://arxiv.org/abs/2310.08497) |
| [Musical Micro-Timing for Live Coding](http://ismir2023program.ismir.net/poster_93.html) | [![GitHub](https://img.shields.io/github/stars/MaxTheComputerer/sonicpi-metre)](https://github.com/MaxTheComputerer/sonicpi-metre) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000010.pdf) |
| [A Few-Shot Neural Approach for Layout Analysis of Music Score Image](http://ismir2023program.ismir.net/poster_47.html) | [![GitHub](https://img.shields.io/github/stars/fjcastellanos/FewShotLayoutAnalysisMusic)](https://github.com/fjcastellanos/FewShotLayoutAnalysisMusic) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000011.pdf) |
| [TapTamDrum: A Dataset for Dualized Drum Patterns](http://ismir2023program.ismir.net/poster_33.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://taptamdrum.github.io/) [![GitHub](https://img.shields.io/github/stars/taptamdrum/dataset)](https://github.com/taptamdrum/dataset) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000012.pdf) |
| [Real-Time Percussive Technique Recognition and Embedding Learning for the Acoustic Guitar](http://ismir2023program.ismir.net/poster_48.html) | [![GitHub](https://img.shields.io/github/stars/iamtheband/martelloni_et_al_ismir2023)](https://github.com/iamtheband/martelloni_et_al_ismir2023) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000013.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.07426-b31b1b.svg)](https://arxiv.org/abs/2307.07426) |
| [IteraTTA: An Interface for Exploring both Text Prompts and Audio Priors in Generating Music with Text-to-Audio Models](http://ismir2023program.ismir.net/poster_80.html) | [![Demo](https://img.shields.io/badge/Demo-IteraTTA-FFD21F.svg)](https://iteratta.duckdns.org/) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000014.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.13005-b31b1b.svg)](https://arxiv.org/abs/2307.13005) |
| [Similarity Evaluation of Violin Directivity Patterns for Musical Instrument Retrieval](http://ismir2023program.ismir.net/poster_174.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000015.pdf) |
| [Polyrhythmic Modelling of Non-Isochronous and Microtiming Patterns](http://ismir2023program.ismir.net/poster_82.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000016.pdf) |

### Session 2

![Session Papers](https://img.shields.io/badge/Session%20Papers-15-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-7-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-7-1D7FBF)

| **Title** | **Repo** | **Paper** |
|-----------|:--------:|:---------:|
| [CLaMP: Contrastive Language-Music Pre-Training for Cross-Modal Symbolic Music Information Retrieval](http://ismir2023program.ismir.net/poster_91.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://microsoft.github.io/muzic/clamp/) [![GitHub](https://img.shields.io/github/stars/microsoft/muzic)](https://github.com/microsoft/muzic) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000017.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2304.11029-b31b1b.svg)](https://arxiv.org/abs/2304.11029) |
| [Gender-Coded Sound: Analysing the Gendering of Music in Toy Commercials via Multi-Task Learning](http://ismir2023program.ismir.net/poster_238.html) | [![GitHub](https://img.shields.io/github/stars/marinelliluca/gender_coded_sound_ismir2023)](https://github.com/marinelliluca/gender_coded_sound_ismir2023) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000018.pdf) [![ResearchGate](https://img.shields.io/badge/Research-Gate-D7E7F5.svg)](https://www.researchgate.net/publication/372279840_Gender-Coded_Sound_Analysing_the_Gendering_of_Music_in_Toy_Commercials_via_Multi-Task_Learning) |
| [A Dataset and Baselines for Measuring and Predicting the Music Piece Memorability](http://ismir2023program.ismir.net/poster_56.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000019.pdf) |
| [Efficient Notation Assembly in Optical Music Recognition](http://ismir2023program.ismir.net/poster_38.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000020.pdf) [![Pdf](https://img.shields.io/badge/pdf-version-003B10.svg)](https://repositori.upf.edu/bitstream/handle/10230/58186/Valero_ism_effi.pdf?sequence=1&isAllowed=y) |
| [White Box Search over Audio Synthesizer Parameters](http://ismir2023program.ismir.net/poster_59.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000021.pdf) |
| [Decoding Drums, Instrumentals, Vocals, and Mixed Sources in Music using Human Brain Activity with fMRI](http://ismir2023program.ismir.net/poster_63.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000022.pdf) |
| [Dual Attention-based Multi-Scale Feature Fusion Approach for Dynamic Music Emotion Recognition](http://ismir2023program.ismir.net/poster_68.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://ismir-2023.github.io/MER1101/) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000023.pdf) |
| [Automatic Piano Transcription with Hierarchical Frequency-Time Transformer](http://ismir2023program.ismir.net/poster_72.html) | [![GitHub](https://img.shields.io/github/stars/sony/hFT-Transformer)](https://github.com/sony/hFT-Transformer) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000024.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.04305-b31b1b.svg)](https://arxiv.org/abs/2307.04305) |
| [High-Resolution Violin Transcription using Weak Labels](http://ismir2023program.ismir.net/poster_223.html) | [![GitHub](https://img.shields.io/github/stars/MTG/violin-transcription)](https://github.com/MTG/violin-transcription) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000025.pdf) [![Pdf](https://img.shields.io/badge/pdf-version-003B10.svg)](https://repositori.upf.edu/bitstream/handle/10230/58121/Tamer_ism_high.pdf?sequence=1&isAllowed=y) |
| [Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls](http://ismir2023program.ismir.net/poster_51.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://polyffusion.github.io/) [![GitHub](https://img.shields.io/github/stars/aik2mlj/polyffusion)](https://github.com/aik2mlj/polyffusion) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000026.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.10304-b31b1b.svg)](https://arxiv.org/abs/2307.10304) |
| [The Coordinated Corpus of Popular Musics (CoCoPops): A Meta-Dataset of Melodic and Harmonic Transcriptions](http://ismir2023program.ismir.net/poster_104.html) | [![GitHub](https://img.shields.io/github/stars/Computational-Cognitive-Musicology-Lab/CoCoPops)](https://github.com/Computational-Cognitive-Musicology-Lab/CoCoPops) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000027.pdf) |
| [Towards Computational Music Analysis for Music Therapy](http://ismir2023program.ismir.net/poster_153.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000028.pdf) |
| [Timbre Transfer using Image-to-Image Denoising Diffusion Implicit Models](http://ismir2023program.ismir.net/poster_197.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://lucacoma.github.io/DiffTransfer/) [![GitHub](https://img.shields.io/github/stars/lucacoma/DiffTransfer)](https://github.com/lucacoma/DiffTransfer) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000029.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.04586-b31b1b.svg)](https://arxiv.org/abs/2307.04586) |
| [Correlation of EEG Responses Reflects Structural Similarity of Choruses in Popular Music](http://ismir2023program.ismir.net/poster_259.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000030.pdf) |
| [Chromatic Chords in Theory and Practice](https://ismir2023program.ismir.net/poster_46.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000031.pdf) |

### Session 3

![Session Papers](https://img.shields.io/badge/Session%20Papers-16-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-8-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-9-1D7FBF)

| **Title** | **Repo** | **Paper** |
|-----------|:--------:|:---------:|
| [BPS-Motif: A Dataset for Repeated Pattern Discovery of Polyphonic Symbolic Music](https://ismir2023program.ismir.net/poster_145.html) | [![GitHub](https://img.shields.io/github/stars/Wiilly07/Beethoven_motif)](https://github.com/Wiilly07/Beethoven_motif) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000032.pdf) |
| [Weakly Supervised Multi-Pitch Estimation using Cross-Version Alignment](https://ismir2023program.ismir.net/poster_81.html) | [![GitHub](https://img.shields.io/github/stars/groupmm/weakly_supervised_mpe)](https://github.com/groupmm/weakly_supervised_mpe) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000033.pdf) |
| [The Batik-Plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations](https://ismir2023program.ismir.net/poster_92.html) | [![GitHub](https://img.shields.io/github/stars/huispaty/batik_plays_mozart)](https://github.com/huispaty/batik_plays_mozart) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000034.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2309.02399-b31b1b.svg)](https://arxiv.org/abs/2309.02399) |
| [Mono-to-Stereo through Parametric Stereo Generation](https://ismir2023program.ismir.net/poster_100.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000035.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2306.14647-b31b1b.svg)](https://arxiv.org/abs/2306.14647) |
| [From West to East: Who Can Understand the Music of the Others Better?](https://ismir2023program.ismir.net/poster_101.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000036.pdf) [![ResearchGate](https://img.shields.io/badge/Research-Gate-D7E7F5.svg)](https://www.researchgate.net/publication/372468858_From_West_to_East_Who_can_understand_the_music_of_the_others_better) |
| [On the Performance of Optical Music Recognition in the Absence of Specific Training Data](https://ismir2023program.ismir.net/poster_85.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000037.pdf) |
| [Composer's Assistant: An Interactive Transformer for Multi-Track MIDI Infilling](https://ismir2023program.ismir.net/poster_113.html) | [![GitHub](https://img.shields.io/github/stars/m-malandro/composers-assistant-REAPER)](https://github.com/m-malandro/composers-assistant-REAPER) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000038.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2301.12525-b31b1b.svg)](https://arxiv.org/abs/2301.12525) |
| [The FAV Corpus: An Audio Dataset of Favorite Pieces and Excerpts, with Formal Analyses and Music Theory Descriptors](https://ismir2023program.ismir.net/poster_114.html) | [![WEB Page](https://img.shields.io/badge/WEB-Page-159957.svg)](https://www.ethanlustig.com/favcorpus.html) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000039.pdf) |
| [LyricWhiz: Robust Multilingual Lyrics Transcription by Whispering to ChatGPT](https://ismir2023program.ismir.net/poster_117.html) | [![GitHub](https://img.shields.io/github/stars/zhuole1025/LyricWhiz)](https://github.com/zhuole1025/LyricWhiz) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000040.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2306.17103-b31b1b.svg)](https://arxiv.org/abs/2306.17103) |
| [Sounds Out of Pläce? Score Independent Detection of Conspicuous Mistake Regions in MIDI Piano Performances](https://ismir2023program.ismir.net/poster_118.html) | [![WEB Page](https://img.shields.io/badge/WEB-Page-159957.svg)](https://sites.google.com/view/ismir2023-conspicuous-error) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000041.pdf) [![Pdf](https://img.shields.io/badge/pdf-version-003B10.svg)](https://repositori.upf.edu/bitstream/handle/10230/58108/Morsi_ism_soun.pdf?sequence=1&isAllowed=y) |
| [VampNet: Music Generation via Masked Acoustic Token Modeling](https://ismir2023program.ismir.net/poster_125.html) | [![WEB Page](https://img.shields.io/badge/WEB-Page-159957.svg)](https://hugo-does-things.notion.site/VampNet-Music-Generation-via-Masked-Acoustic-Token-Modeling-e37aabd0d5f1493aa42c5711d0764b33) [![GitHub](https://img.shields.io/github/stars/hugofloresgarcia/vampnet)](https://github.com/hugofloresgarcia/vampnet) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000042.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.04686-b31b1b.svg)](https://arxiv.org/abs/2307.04686) |
| [Expert and Novice Evaluations of Piano Performances: Criteria for Computer-Aided Feedback](https://ismir2023program.ismir.net/poster_129.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000043.pdf) |
| [Contrastive Learning for Cross-Modal Artist Retrieval](https://ismir2023program.ismir.net/poster_147.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000044.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2308.06556-b31b1b.svg)](https://arxiv.org/abs/2308.06556) |
| [Repetition-Structure Inference with Formal Prototypes](https://ismir2023program.ismir.net/poster_139.html) | [![GitHub](https://img.shields.io/github/stars/DCMLab/form-repetition-ismir23)](https://github.com/DCMLab/form-repetition-ismir23) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000045.pdf) |
| [Algorithmic Harmonization of Tonal Melodies using Weighted Pitch Context Vectors](https://ismir2023program.ismir.net/poster_140.html) | [![GitHub](https://img.shields.io/github/stars/pvankranenburg/ismir2023)](https://github.com/pvankranenburg/ismir2023) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000046.pdf) |
| [Text-to-Lyrics Generation with Image-based Semantics and Reduced Risk of Plagiarism](https://ismir2023program.ismir.net/poster_142.html) | [![GitHub](https://img.shields.io/github/stars/KentoW/ISMIR2023)](https://github.com/KentoW/ISMIR2023) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000047.pdf) |

### Session 4

![Session Papers](https://img.shields.io/badge/Session%20Papers-15-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-9-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-7-1D7FBF)

| **Title** | **Repo** | **Paper** |
|-----------|:--------:|:---------:|
| [LP-MusicCaps: LLM-based Pseudo Music Captioning](https://ismir2023program.ismir.net/poster_219.html) | [![GitHub](https://img.shields.io/github/stars/seungheondoh/lp-music-caps)](https://github.com/seungheondoh/lp-music-caps) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000048.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.16372-b31b1b.svg)](https://arxiv.org/abs/2307.16372) |
| [A Repetition-based Triplet Mining Approach for Music Segmentation](https://ismir2023program.ismir.net/poster_146.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000049.pdf) [![HAL Science](https://img.shields.io/badge/hal-science-040060.svg)](https://hal.science/hal-04202766) |
| [Predicting Music Hierarchies with a Graph-based Neural Decoder](https://ismir2023program.ismir.net/poster_87.html) | [![GitHub](https://img.shields.io/github/stars/fosfrancesco/musicparser)](https://github.com/fosfrancesco/musicparser) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000050.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2306.16955-b31b1b.svg)](https://arxiv.org/abs/2306.16955) |
| [Stabilizing Training with Soft Dynamic Time Warping: A Case Study for Pitch Class Estimation with Weakly Aligned Targets](https://ismir2023program.ismir.net/poster_133.html) | [![GitHub](https://img.shields.io/github/stars/groupmm/stabilizing_sdtw)](https://github.com/groupmm/stabilizing_sdtw) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000051.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2308.05429-b31b1b.svg)](https://arxiv.org/abs/2308.05429) |
| [Finding Tori: Self-Supervised Learning for Analyzing Korean Folk Song](https://ismir2023program.ismir.net/poster_149.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://danbinaerinhan.github.io/korean-folksong-visualization/) [![GitHub](https://img.shields.io/github/stars/danbinaerinHan/finding-tori)](https://github.com/danbinaerinHan/finding-tori) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000052.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2308.02249-b31b1b.svg)](https://arxiv.org/abs/2308.02249) |
| [Singer Identity Representation Learning using Self-Supervised Techniques](https://ismir2023program.ismir.net/poster_204.html) | [![GitHub](https://img.shields.io/github/stars/SonyCSLParis/ssl-singer-identity)](https://github.com/SonyCSLParis/ssl-singer-identity) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000053.pdf) [![HAL Science](https://img.shields.io/badge/hal-science-040060.svg)](https://hal.science/hal-04186048) |
| [On the Effectiveness of Speech Self-Supervised Learning for Music](https://ismir2023program.ismir.net/poster_154.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000054.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.05161-b31b1b.svg)](https://arxiv.org/abs/2307.05161) |
| [Transformer-based Beat Tracking with Low-Resolution Encoder and High-Resolution Decoder](https://ismir2023program.ismir.net/poster_150.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000055.pdf) |
| [Adding Descriptors to Melodies Improves Pattern Matching: A Study on Slovenian Folk Songs](https://ismir2023program.ismir.net/poster_156.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000056.pdf) |
| [How Control and Transparency for Users Could Improve Artist Fairness in Music Recommender Systems](https://ismir2023program.ismir.net/poster_159.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000057.pdf) [![Pdf](https://img.shields.io/badge/pdf-version-003B10.svg)](https://christinebauer.eu/publications/dinnissen2023_control/dinnissen2023_control.pdf) |
| [Towards a New Interface for Music Listening: A User Experience Study on YouTube](https://ismir2023program.ismir.net/poster_165.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000058.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.14718-b31b1b.svg)](https://arxiv.org/abs/2307.14718) |
| [FiloBass: A Dataset and Corpus based Study of Jazz Basslines](https://ismir2023program.ismir.net/poster_236.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://aim-qmul.github.io/FiloBass/) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000059.pdf) |
| [Comparing Texture in Piano Scores](https://ismir2023program.ismir.net/poster_170.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000060.pdf) |
| [Introducing DiMCAT for Processing and Analyzing Notated Music on a Very Large Scale](https://ismir2023program.ismir.net/poster_52.html) | [![GitHub](https://img.shields.io/github/stars/DCMLab/dimcat)](https://github.com/DCMLab/dimcat) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000061.pdf) |
| [Sequence-to-Sequence Network Training Methods for Automatic Guitar Transcription with Tokenized Outputs](https://ismir2023program.ismir.net/poster_161.html) | [![GitHub](https://img.shields.io/github/stars/KimSehun725/seq2seqGuitarTranscription)](https://github.com/KimSehun725/seq2seqGuitarTranscription) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000062.pdf) |

### Session 5

![Session Papers](https://img.shields.io/badge/Session%20Papers-16-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-6-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-11-1D7FBF)

| **Title** | **Repo** | **Paper** |
|-----------|:--------:|:---------:|
| [PESTO: Pitch Estimation with Self-Supervised Transposition-Equivariant Objective](https://ismir2023program.ismir.net/poster_205.html) | [![GitHub](https://img.shields.io/github/stars/SonyCSLParis/pesto)](https://github.com/SonyCSLParis/pesto) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000063.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2309.02265-b31b1b.svg)](https://arxiv.org/abs/2309.02265) |
| [The Games we Play: Exploring the Impact of ISMIR on Musicology](https://ismir2023program.ismir.net/poster_158.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000064.pdf) |
| [Carnatic Singing Voice Separation using Cold Diffusion on Training Data with Bleeding](https://ismir2023program.ismir.net/poster_176.html) | [![GitHub](https://img.shields.io/github/stars/MTG/carnatic-separation-ismir23)](https://github.com/MTG/carnatic-separation-ismir23) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000065.pdf) [![Pdf](https://img.shields.io/badge/pdf-version-003B10.svg)](https://repositori.upf.edu/bitstream/handle/10230/58188/Plaja_ism_carn.pdf?sequence=1&isAllowed=y) |
| [Unveiling the Impact of Musical Factors in Judging a Song on First Listen: Insights from a User Survey](https://ismir2023program.ismir.net/poster_179.html) | [![GitHub](https://img.shields.io/github/stars/ktsukuda/musical_factor)](https://github.com/ktsukuda/musical_factor) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000066.pdf) |
| [Towards Building a Phylogeny of Gregorian Chant Melodies](https://ismir2023program.ismir.net/poster_180.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000067.pdf) |
| [Audio Embeddings as Teachers for Music Classification](https://ismir2023program.ismir.net/poster_182.html) | [![GitHub](https://img.shields.io/github/stars/suncerock/EAsT-music-classification)](https://github.com/suncerock/EAsT-music-classification) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000068.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2306.17424-b31b1b.svg)](https://arxiv.org/abs/2306.17424) |
| [ScorePerformer: Expressive Piano Performance Rendering with Fine-Grained Control](https://ismir2023program.ismir.net/poster_183.html) | [![Github](https://img.shields.io/github/stars/ilya16/ScorePerformer)](https://github.com/ilya16/ScorePerformer) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000069.pdf) |
| [Roman Numeral Analysis with Graph Neural Networks: Onset-Wise Predictions from Note-Wise Features](https://ismir2023program.ismir.net/poster_89.html) | [![GitHub](https://img.shields.io/github/stars/manoskary/chordgnn)](https://github.com/manoskary/chordgnn) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000070.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.03544-b31b1b.svg)](https://arxiv.org/abs/2307.03544) |
| [Semi-Automated Music Catalog Curation using Audio and Metadata](https://ismir2023program.ismir.net/poster_199.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000071.pdf) |
| [Crowd's Performance on Temporal Activity Detection of Musical Instruments in Polyphonic Music](https://ismir2023program.ismir.net/poster_202.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000072.pdf) |
| [MoisesDB: A Dataset for Source Separation Beyond 4 Stems](https://ismir2023program.ismir.net/poster_160.html) | [![GitHub](https://img.shields.io/github/stars/moises-ai/moises-db)](https://github.com/moises-ai/moises-db) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000073.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.15913-b31b1b.svg)](https://arxiv.org/abs/2307.15913) |
| [Music as Flow: A Formal Representation of Hierarchical Processes in Music](https://ismir2023program.ismir.net/poster_206.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000074.pdf) |
| [Online Symbolic Music Alignment with Offline Reinforcement Learning](https://ismir2023program.ismir.net/poster_208.html) | [![GitHub](https://img.shields.io/github/stars/sildater/parangonar)](https://github.com/sildater/parangonar) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000075.pdf) |
| [InverSynthII: Sound Matching via Self-Supervised Synthesizer-Proxy and Inference-Time Finetuning](https://ismir2023program.ismir.net/poster_209.html) | [![GitHub](https://img.shields.io/github/stars/inversynth/InverSynth2)](https://github.com/inversynth/InverSynth2) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000076.pdf) |
| [A Semi-Supervised Deep Learning Approach to Dataset Collection for Query-by-Humming Task](https://ismir2023program.ismir.net/poster_210.html) | [![GitHub](https://img.shields.io/github/stars/amanteur/CHAD)](https://github.com/amanteur/CHAD) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000077.pdf) |
| [Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction](https://ismir2023program.ismir.net/poster_212.html) | [![GitHub](https://img.shields.io/github/stars/SmoothKen/KKNet)](https://github.com/SmoothKen/KKNet) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000078.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2308.02723-b31b1b.svg)](https://arxiv.org/abs/2308.02723) |

### Session 6

| **Title** | **Repo** | **Paper** |
|-----------|:--------:|:---------:|
| [Singing Voice Synthesis using Differentiable LPC and Glottalflow Inspired Wavetables](https://ismir2023program.ismir.net/poster_220.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://yoyololicon.github.io/golf-demo/) [![GitHub](https://img.shields.io/github/stars/yoyololicon/golf)](https://github.com/yoyololicon/golf) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000079.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2306.17252-b31b1b.svg)](https://arxiv.org/abs/2306.17252) |
| [Harmonic Analysis with Neural Semi-CRF](https://ismir2023program.ismir.net/poster_264.html) | [![GitHub](https://img.shields.io/github/stars/QiaoyuYang/harana)](https://github.com/QiaoyuYang/harana) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000080.pdf) |
| [A Dataset and Baseline for Automated Assessment of Timbre Quality in Trumpet Sound](https://ismir2023program.ismir.net/poster_213.html) | [![GitHub](https://img.shields.io/github/stars/PNinad/ISMIR2023)](https://github.com/PNinad/ISMIR2023) [![Dataset](https://zenodo.org/badge/DOI/10.5281/zenodo.8132780.svg)](https://doi.org/10.5281/zenodo.8132780) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000081.pdf) |
| [Visual Overviews for Sheet Music Structure](https://ismir2023program.ismir.net/poster_216.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000082.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2308.06140-b31b1b.svg)](https://arxiv.org/abs/2308.06140) |
| [Passage Summarization with Recurrent Models for Audio – Sheet Music Retrieval](https://ismir2023program.ismir.net/poster_217.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000083.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2309.12111-b31b1b.svg)](https://arxiv.org/abs/2309.12111) |
| [Predicting Performance Difficulty from Piano Sheet Music Images](https://ismir2023program.ismir.net/poster_218.html) | [![GitHub](https://img.shields.io/github/stars/PRamoneda/pdf-difficulty)](https://github.com/PRamoneda/pdf-difficulty) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000084.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2309.16287-b31b1b.svg)](https://arxiv.org/abs/2309.16287) |
| [Self-Refining of Pseudo Labels for Music Source Separation with Noisy Labeled Data](https://ismir2023program.ismir.net/poster_288.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000085.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.12576-b31b1b.svg)](https://arxiv.org/abs/2307.12576) |
| [Quantifying the Ease of Playing Song Chords on the Guitar](https://ismir2023program.ismir.net/poster_225.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000086.pdf) |
| [FlexDTW: Dynamic Time Warping with Flexible Boundary Conditions](https://ismir2023program.ismir.net/poster_235.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000087.pdf) |
| [Modeling Bends in Popular Music Guitar Tablatures](https://ismir2023program.ismir.net/poster_166.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000088.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2308.12307-b31b1b.svg)](https://arxiv.org/abs/2308.12307) |
| [Self-Similarity-based and Novelty-based Loss for Music Structure Analysis](https://ismir2023program.ismir.net/poster_279.html) | [![GitHub](https://img.shields.io/github/stars/geoffroypeeters/ssmnet_ISMIR2023)](https://github.com/geoffroypeeters/ssmnet_ISMIR2023) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000089.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2309.02243-b31b1b.svg)](https://arxiv.org/abs/2309.02243) |
| [Modeling Harmonic Similarity for Jazz using Cooccurrence Vectors and the Membrane Area](https://ismir2023program.ismir.net/poster_239.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000090.pdf) [![Pdf](https://img.shields.io/badge/pdf-version-003B10.svg)](https://qmro.qmul.ac.uk/xmlui/bitstream/handle/123456789/90562/Bunks%20Modeling%20Harmonic%20Similarity%20for%20Jazz%20Using%20Co-occurrence%20Vectors%20and%20the%20Membrane%20Area%202023%20Accepted.pdf?sequence=2&isAllowed=n) |
| [SingStyle111: A Multilingual Singing Dataset with Style Transfer](https://ismir2023program.ismir.net/poster_25.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://dsqvival.github.io/singstyle111/) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000091.pdf) |
| [A Computational Evaluation Framework for Singable Lyric Translation](https://ismir2023program.ismir.net/poster_255.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000092.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2308.13715-b31b1b.svg)](https://arxiv.org/abs/2308.13715) |
| [Chorus-Playlist: Exploring the Impact of Listening to Only Choruses in a Playlist](https://ismir2023program.ismir.net/poster_257.html) | [![GitHub](https://img.shields.io/github/stars/ktsukuda/chorus_playlist)](https://github.com/ktsukuda/chorus_playlist) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000093.pdf) |

### Session 7

![Session Papers](https://img.shields.io/badge/Session%20Papers-10-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-7-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-6-1D7FBF)

| **Title** | **Repo** | **Paper** |
|-----------|:--------:|:---------:|
| [Supporting Musicological Investigations with Information Retrieval Tools: An Iterative Approach to Data Collection](https://ismir2023program.ismir.net/poster_172.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000094.pdf) [![Pdf](https://img.shields.io/badge/pdf-version-003B10.svg)](https://research.gold.ac.uk/id/eprint/34165/1/BitH_ISMIR_2023-camera-ready.pdf) |
| [Optimizing Feature Extraction for Symbolic Music](https://ismir2023program.ismir.net/poster_96.html) | [![WEB Page](https://img.shields.io/badge/WEB-Page-159957.svg)](https://musif.didone.eu/) [![GitHub](https://img.shields.io/github/stars/DIDONEproject/music_symbolic_features)](https://github.com/DIDONEproject/music_symbolic_features) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000095.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2307.05107-b31b1b.svg)](https://arxiv.org/abs/2307.05107) |
| [Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model](https://ismir2023program.ismir.net/poster_274.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000096.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2308.09454-b31b1b.svg)](https://arxiv.org/abs/2308.09454) |
| [Measuring the Eurovision Song Contest: A Living Dataset for Real-World MIR](https://ismir2023program.ismir.net/poster_276.html) | [![Github](https://img.shields.io/github/stars/Amsterdam-Music-Lab/mirovision)](https://github.com/Amsterdam-Music-Lab/mirovision) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000097.pdf) |
| [Efficient Supervised Training of Audio Transformers for Music Representation Learning](https://ismir2023program.ismir.net/poster_248.html) | [![GitHub](https://img.shields.io/github/stars/palonso/MAEST)](https://github.com/palonso/MAEST) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000098.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2309.16418-b31b1b.svg)](https://arxiv.org/abs/2309.16418) |
| [A Cross-Version Approach to Audio Representation Learning for Orchestral Music](https://ismir2023program.ismir.net/poster_79.html) | [![GitHub](https://img.shields.io/github/stars/groupmm/cross_version_learning)](https://github.com/groupmm/cross_version_learning) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000099.pdf) |
| [Music Source Separation with MLP Mixing of Time, Frequency, and Channel](https://ismir2023program.ismir.net/poster_278.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000100.pdf) |
| [Symbolic Music Representations for Classification Tasks: A Systematic Evaluation](https://ismir2023program.ismir.net/poster_54.html) | [![GitHub](https://img.shields.io/github/stars/anusfoil/SymRep)](https://github.com/anusfoil/SymRep) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000101.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2309.02567-b31b1b.svg)](https://arxiv.org/abs/2309.02567) |
| [The Music Meta Ontology: A Flexible Semantic Model for the Interoperability of Music Metadata](https://ismir2023program.ismir.net/poster_283.html) | [![GitHub](https://img.shields.io/github/stars/polifonia-project/music-meta-ontology)](https://github.com/polifonia-project/music-meta-ontology) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000102.pdf) [![arXiv](https://img.shields.io/badge/arXiv-2311.03942-b31b1b.svg)](https://arxiv.org/abs/2311.03942) |
| [Polar Manhattan Displacement: Measuring Tonal Distances between Chords based on Intervallic Content](https://ismir2023program.ismir.net/poster_294.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://archives.ismir.net/ismir2023/paper/000103.pdf) [![Pdf](https://img.shields.io/badge/pdf-version-003B10.svg)](https://qmro.qmul.ac.uk/xmlui/bitstream/handle/123456789/89900/Pauwels%20Polar%20Manhattan%20Displacement%3a%20measuring%20tonal%20distances%20between%20chords%20based%20on%20intervallic%20content%202023%20Accepted.pdf?sequence=2&isAllowed=y) |

### Late-Breaking Demo

![Session Papers](https://img.shields.io/badge/Session%20Papers-41-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-2-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-13-1D7FBF)

| **Title** | **Repo** | **Paper** |
|-----------|:--------:|:---------:|
| [Virtuoso Strings: A Dataset of String Ensemble Recordings and Onset Annotations for Timing Analysis](https://ismir2023program.ismir.net/lbd_312.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://arme-project.co.uk/demos/virtuoso-strings) [![GitHub](https://img.shields.io/github/stars/arme-project/virtuoso-strings)](https://github.com/arme-project/virtuoso-strings) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1FrjpqyGu4Wl3Oj5WsxA6_1fkmVqRjrEu/preview) |
| [Music Scope Pad](https://ismir2023program.ismir.net/lbd_315.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1m8FshdzWL7Enl8ASaVDxms__LAlWbypR/preview) |
| [The Chordinator: Chord Progression Modeling and Generation using Transformers](https://ismir2023program.ismir.net/lbd_316.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/14xEoj_bGwcHCBlzX0zhZpmWIz9y2v816/preview) |
| [Cosine Contours: A Case Study with Melodies from Irish Traditional Dance Music](https://ismir2023program.ismir.net/lbd_318.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1PBHtPvmTiGQjxySUe0ZDa-4IoWvNANLI/preview) |
| [AutoOsu: Audio-Aware Action Generation for Rhythm Games](https://ismir2023program.ismir.net/lbd_319.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://issyun.github.io/autoosu/) [![GitHub](https://img.shields.io/github/stars/issyun/AutoOsu)](https://github.com/issyun/AutoOsu) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1zdgVPPRPBEueRfVDUl5yBUWrh_eWAJ3O/preview) |
| [Can MusicGen Create Training Data for MIR Tasks?](https://ismir2023program.ismir.net/lbd_320.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/16LUDN42VsaUa1Nhp106Gbagpxk4CduC9/preview) |
| [Automatic Production of Acoustic Piano Transcription Data](https://ismir2023program.ismir.net/lbd_321.html) | [![GitHub](https://img.shields.io/github/stars/almostimplemented/piano-capture)](https://github.com/almostimplemented/piano-capture) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/15_Fnl0FibQ6Jp8XvHCJc8fTbZYl4Btf9/preview) |
| [MemoVision: A Tool for Feature Selection and Visualization of Performance Data](https://ismir2023program.ismir.net/lbd_322.html) | [![GitHub](https://img.shields.io/github/stars/stepanmk/memovision)](https://github.com/stepanmk/memovision) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/10a1fbxBS_fTCGeGQYXX2az_1UQT1pTuf/preview) |
| [The Hi-Audio Online Platform for Distributed Music Crowdsourcing Database Collection](https://ismir2023program.ismir.net/lbd_323.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1GgMsbMs1AbakAg4SP47OsszU09hsPQv0/preview) |
| [On the use of Synthesized Datasets and Transformer Adaptors for Musical Instrument Recognition](https://ismir2023program.ismir.net/lbd_324.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1MBtS7S8wMRgL7aLE_0ySwCaSvaBVO_cF/preview) |
| [What Can Go Wrong When Conducting Beat Tracking Experiments](https://ismir2023program.ismir.net/lbd_325.html) | [![GitHub](https://img.shields.io/github/stars/SunnyCYC/b-tracking-issues-lbd)](https://github.com/SunnyCYC/b-tracking-issues-lbd) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/16H89T7zTrc8HdLRG1SbHlZ7o6_Tx_IqN/preview) |
| [Bridging Audio and Symbolic Piano Data through a Web-based Annotation Interface](https://ismir2023program.ismir.net/lbd_326.html) | [![Demo](https://img.shields.io/badge/Demo-Symphony-FFD21F.svg)](http://symphony1.sogang.ac.kr:43001/) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1mGMsClAjyqaM0eExnE0rfVan2vfhG3kK/preview) |
| [Towards Differentiable Piano Synthesis based on Physical Modeling](https://ismir2023program.ismir.net/lbd_327.html) | [![WEB Page](https://img.shields.io/badge/WEB-Page-159957.svg)](https://audiolabs-erlangen.de/resources/MIR/2023-piano-synth-lbd) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1YVe1LUEwdjoSbZ3RUQBXCQEUu1mPxeND/preview) |
| [DJ StructFreak: Automatic DJ System Built with Music Structure Embeddings](https://ismir2023program.ismir.net/lbd_328.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1fbwMeFUp2c8lTTsEmsJxhSkp3o5otijk/preview) |
| [Generating Folk-Like Music in Abc-Notation with Masked Language Models](https://ismir2023program.ismir.net/lbd_329.html) | [![GitHub](https://img.shields.io/github/stars/erl-j/masked-generative-music-transformer)](https://github.com/erl-j/masked-generative-music-transformer) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/12pm_LN6s5t85cWbD_iCZTtqk0R3C1NoN/preview) |
| [AQUATK: An Audio Quality Assessment Toolkit](https://ismir2023program.ismir.net/lbd_330.html) | [![GitHub](https://img.shields.io/github/stars/Ashvala/AQUA-Tk)](https://github.com/Ashvala/AQUA-Tk) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1ArXSEip-EwYcaKsvZkm_MYaJAtmTU_Ox/preview) |
| [Encoding Performance Data in MEI with the Automatic Music Performance Analysis and Comparison Toolkit (AMPACT)](https://ismir2023program.ismir.net/lbd_331.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1Rqn9ueBnKlplJVahEh2y_5zz6RtVxBD_/preview) |
| [Retrieval Augmented Generation of Symbolic Music with LLMs](https://ismir2023program.ismir.net/lbd_332.html) | [![GitHub](https://img.shields.io/github/stars/erl-j/scrap)](https://github.com/erl-j/scrap) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1Ch28jptrc8pnYnB4nipgMzsxjPtkpZRz/preview) |
| [The Biased Journey of MSD_AUDIO.ZIP](https://ismir2023program.ismir.net/lbd_334.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1sR1AkQMj2P8E551qpZWPlZhkukPCZbhX/preview) [![arXiv](https://img.shields.io/badge/arXiv-2308.16389-b31b1b.svg)](https://arxiv.org/abs/2308.16389) |
| [Fmak: A Dataset of Key and Mode Annotations for the Free Music Archive – Extended Abstract](https://ismir2023program.ismir.net/lbd_335.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1JGpo5YN93KOsxebPBrD_z4weScslRpE6/preview) |
| [Orchestral Texture Classification with Convolution](https://ismir2023program.ismir.net/lbd_336.html) | [![GitHub](https://img.shields.io/github/stars/YaHsuanChu/orchestraTextureClassification)](https://github.com/YaHsuanChu/orchestraTextureClassification) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1J2XFSBWqJubpOiZkdSy-qgt8zmcszu1p/preview) |
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| [Total Variation in Popular Rap Vocals from 2009-2023: Extension of the Analysis by Georgieva, Ripollés & Mcfee](https://ismir2023program.ismir.net/lbd_338.html) | [![GitHub Page](https://img.shields.io/badge/GitHub-Page-159957.svg)](https://iiviiiii.github.io/rap_f0_analysis/) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1IpGW0WOOE-Hz_32j2zDXku4-e2ipavoT/preview) |
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| [Track Role Prediction of Single-Instrumental Sequences](https://ismir2023program.ismir.net/lbd_341.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1EjIDSv-dVRUIOTAq_56eMFo75VDhHKiK/preview) |
| [Demo of a Smart Musical Instrument-based Real Time Pattern Detection System](https://ismir2023program.ismir.net/lbd_342.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1Zth4D96_1gIV4NmR6V9nqHq1UygqDulZ/preview) |
| [JamALT: A Formatting-Aware Lyrics Transcription Benchmark](https://ismir2023program.ismir.net/lbd_343.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1Bc7fG0MrPsnpGiGxW5nXNZVqOVMYwgsq/preview) |
| [STraDa: A Singer Traits Dataset](https://ismir2023program.ismir.net/lbd_344.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1IGbmPeJlfENKWa9giJemxpmk4eU6r_MH/preview) |
| [Interpretable Modular Representation Learning for Full-Band Accompaniment Arrangement](https://ismir2023program.ismir.net/lbd_345.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1AsH1nokCxHdh455NdNBC6XPg5AeuKxhj/preview) |
| [Improving Embeddings in Harmony Transformer](https://ismir2023program.ismir.net/lbd_346.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1-dAeViSpdzK3TqFylh4EflOL3ep524HA/preview) |
| [Singable and Controllable Neural Lyric Translation: A Late-Breaking Showcase](https://ismir2023program.ismir.net/lbd_347.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1dGJ8XTzTxFIPuJDkxJwJ0jdmko5SjSqG/preview) |
| [A Noise Augmentation Pipeline for Realistic Query-by-Example Simulation](https://ismir2023program.ismir.net/lbd_348.html) | [![GitHub](https://img.shields.io/github/stars/deezer/MusicFPAugment)](https://github.com/deezer/MusicFPAugment) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1uSa1o0pdPGS9IVLqG8C1GbmWl0uugC2e/preview) |
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| [Automatic Transcription of Multi-Instrumental Songs: Integrating Demixing, Harmonic Dilated Convolution, and Joint Beat Tracking](https://ismir2023program.ismir.net/lbd_351.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1BtsicT43bP7wFyHIyYIXGV1iK0wbNG0l/preview) |
| [Mel-Band RoFormer for Music Source Separation](https://ismir2023program.ismir.net/lbd_353.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1SeS_P8YnbwbwLM3uWFeSHLMwNcZJ_avA/preview) [![arXiv](https://img.shields.io/badge/arXiv-2310.01809-b31b1b.svg)](https://arxiv.org/abs/2310.01809) |
| [THE VocalNotes DATASET](https://ismir2023program.ismir.net/lbd_354.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1VIcWtjUY0HM94ssTCaZLeAeUCjkH7zUO/preview) |
| [From Taps to Drums: Audio Percussion Style Transfer](https://ismir2023program.ismir.net/lbd_355.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1hzKEZD6DP-WUyWbY6J2PV7_SIc3kZQGb/preview) |
| [JAMMIN-GPT: Text-based Improvisation using Llms in Ableton Live](https://ismir2023program.ismir.net/lbd_356.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/14xCaG-5JkcBn4a-WUt3eOkjIZwOKRUoZ/preview) |
| [Visual Guitar Tab Comparison](https://ismir2023program.ismir.net/lbd_357.html) | [![GitHub](https://img.shields.io/github/stars/visvar/visual-guitar-tab-comparison)](https://github.com/visvar/visual-guitar-tab-comparison) | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1KvFlXGEmMjySR_h3lmAz0CDK3thHS3PP/preview) |
| [Optimizing the Mridangam Stroke Transcription Pipeline: Addressing Key Challenges](https://ismir2023program.ismir.net/lbd_358.html) | :heavy_minus_sign: | [![archives.ismir](https://img.shields.io/badge/pdf-ismir-2E6DA4.svg)](https://drive.google.com/file/d/1DhlhRTFYW7AARv3GxmO1J0JZudv3sVa-/preview) |

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