---
title: "The Ryerson Audio-Visual Database of Emotional Speech…"
description: "4 papers in the tracked journals link to the Zenodo dataset The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) in their Crossref records, the first in 2022; most of them (3) in 2026."
url: https://scholar4ai.com/code/zenodo-1188976
markdown_url: https://scholar4ai.com/code/zenodo-1188976.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "4 papers in the tracked journals link to the Zenodo dataset The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) in their Crossref records, the first in 2022; most of them (3) in 2026. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T14:43:26+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): papers linking to it

Research papers in the 480 tracked journals that link to The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) (https://doi.org/10.5281/zenodo.1188976), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

- Zenodo
- Dataset
- 2018
- https://doi.org/10.5281/zenodo.1188976

All repositories: https://scholar4ai.com/code.md

## Key findings

- 4 papers in the tracked journals link to the Zenodo dataset The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) in their Crossref records, the first in 2022; most of them (3) in 2026.
- By category: AI (4); the journals with the most are Neural Computing and Applications (2), IEEE Transactions on Pattern Analysis and Machine Intelligence (1) and IEEE Transactions on Neural Networks and Learning Systems (1).

## By year

*Papers linking to The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) by publication year*

| Year | Papers |
|---|---:|
| 2022 | 1 |
| 2026 | 3 |

## Journals

*Journals whose papers link to The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) most*

| Journal | Papers |
|---|---:|
| [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 2 |
| [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 1 |
| [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 1 |

## Papers

*Papers linking to The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS), most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2022-05-08 | [GRaNN: feature selection with golden ratio-aided neural network for emotion, gender and speaker identification from voice signals](https://doi.org/10.1007/s00521-022-07261-x) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Avishek Garain, Biswarup Ray, Fabio Giampaolo et al. | 17 | cites it |
| 2026-06-01 | [Speech emotion recognition using deep learning: from basic to complex emotions in unimodal and multimodal frameworks](https://doi.org/10.1007/s00521-026-12186-w) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Rachel Si Ting Lai, Lau Bee Theng, Mark Kit Tsun Tee et al. | 1 | cites it |
| 2026-04-03 | [Modality-Mix Learning: Promoting Multimodal Learning Through Multilabel Objective](https://doi.org/10.1109/tnnls.2026.3677806) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | Nannan Lu, Zhen Tan, Zhiyuan Han et al. | 0 | cites it |
| 2026-04-28 | [Learning Spatial-Temporal Coherent Correlations for Speech-Preserving Facial Expression Manipulation](https://doi.org/10.1109/tpami.2026.3687518) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | Tianshui Chen, Jianman Lin, Zhijing Yang et al. | 0 | cites it |

## How this is measured

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

## Cite this page

Scholar4AI. (2026). The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/zenodo-1188976

```bibtex
@misc{scholar4ai-code-zenodo-1188976,
  author = {{Scholar4AI}},
  title = {The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/zenodo-1188976}},
  urldate = {2026-11-03},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).