---
title: "uwrfkaggler/ravdess-emotional-speech-audio"
description: "3 papers in the tracked journals link to the Kaggle dataset uwrfkaggler/ravdess-emotional-speech-audio in their Crossref records, the first in 2025; most of them (2) in 2025."
url: https://scholar4ai.com/code/kaggle-uwrfkaggler-ravdess-emotional-speech-audio
markdown_url: https://scholar4ai.com/code/kaggle-uwrfkaggler-ravdess-emotional-speech-audio.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "3 papers in the tracked journals link to the Kaggle dataset uwrfkaggler/ravdess-emotional-speech-audio in their Crossref records, the first in 2025; most of them (2) in 2025. (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)
---

# uwrfkaggler/ravdess-emotional-speech-audio: papers linking to it

Research papers in the 480 tracked journals that link to uwrfkaggler/ravdess-emotional-speech-audio (https://www.kaggle.com/datasets/uwrfkaggler/ravdess-emotional-speech-audio), 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.

- Kaggle
- https://www.kaggle.com/datasets/uwrfkaggler/ravdess-emotional-speech-audio

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

## Key findings

- 3 papers in the tracked journals link to the Kaggle dataset uwrfkaggler/ravdess-emotional-speech-audio in their Crossref records, the first in 2025; most of them (2) in 2025.
- By category: AI (3); the journals with the most are Knowledge-Based Systems (2) and Expert Systems with Applications (1).

## By year

*Papers linking to uwrfkaggler/ravdess-emotional-speech-audio by publication year*

| Year | Papers |
|---|---:|
| 2025 | 2 |
| 2026 | 1 |

## Journals

*Journals whose papers link to uwrfkaggler/ravdess-emotional-speech-audio most*

| Journal | Papers |
|---|---:|
| [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 2 |
| [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 1 |

## Papers

*Papers linking to uwrfkaggler/ravdess-emotional-speech-audio, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2025-03-23 | [Advanced speech emotion recognition utilizing optimized equivariant quantum convolutional neural network for accurate emotional state classification](https://doi.org/10.1016/j.knosys.2025.113414) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | G. Balachandran, Ranjith S, G. C. Jagan et al. | 11 | cites it |
| 2025-11-15 | [PV2ES-BiRTM: Variational auto encoder sampling-based deep learning framework for emotion recognition from speech signals](https://doi.org/10.1016/j.knosys.2025.114885) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | J. Ancilin, S. R. Lyernisha | 0 | cites it |
| 2026-03-24 | [Automated speech emotion recognition model using feature-driven ensemble deep learning and puma optimization algorithm](https://doi.org/10.1016/j.eswa.2026.132213) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Abeer S. Almogren, Taghreed Ali Alsudais, Nouf J. Aljohani 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). uwrfkaggler/ravdess-emotional-speech-audio: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/kaggle-uwrfkaggler-ravdess-emotional-speech-audio

```bibtex
@misc{scholar4ai-code-kaggle-uwrfkaggler-ravdess-emotional-speech-audio,
  author = {{Scholar4AI}},
  title = {uwrfkaggler/ravdess-emotional-speech-audio: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/kaggle-uwrfkaggler-ravdess-emotional-speech-audio}},
  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/).