Speech and audio benchmarks
Speech, speaker and sound collections.
Key findings
- Datasets in the category “Speech and audio benchmarks” were mentioned in 4 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #49 of the 58 data categories mentioned.
- The most-mentioned were Speech emotion (IEMOCAP, RAVDESS) (3) and LibriSpeech (1).
- By journal category: AI (3) and Management (1).
- Most of them appeared in Artificial Intelligence (2), Knowledge-Based Systems (1) and International Journal of Information Management (1).
Datasets
| Dataset | Papers | Last 7 days | Names searched for |
|---|---|---|---|
| Speech emotion (IEMOCAP, RAVDESS) | 3 | 0 | IEMOCAP, RAVDESS |
| LibriSpeech | 1 | 0 | LibriSpeech |
| AudioSet / ESC-50 | 0 | 0 | AudioSet, ESC-50 |
| Common Voice | 0 | 0 | Mozilla Common Voice, Common Voice dataset, Common Voice corpus |
| TIMIT | 0 | 0 | TIMIT |
| VoxCeleb | 0 | 0 | VoxCeleb |
| Date | Title | Journal | Authors | Affiliations | Datasets mentioned |
|---|---|---|---|---|---|
| 2026-10-16 | ITEACH-Net: Inverted teacher-student search network for emotion recognition in conversation | Artificial Intelligence | Haiyang Sun, Zheng Lian, Chenglong Wang et al. | Chinese Academy of Sciences; Institute of Automation; University of Chinese Academy of Sciences; … | Speech emotion (IEMOCAP, RAVDESS) |
| 2026-10-01 | Cross-Modal Proxy Distillation with soft label filtering for multimodal emotion recognition in conversations | Knowledge-Based Systems | Haoyang Zhong, Guihua Wen, Hui Li et al. | Guangdong Polytechnic Normal University; South China University of Technology; Jilin Engineering Normal University | Speech emotion (IEMOCAP, RAVDESS) |
| 2026-10-01 | A comprehensive survey on multimodal sentiment analysis: Approaches, challenges and open issues | International Journal of Information Management | Fatemeh Hemmatian, Arash Sabbaghi, Mohammad Karim Sohrabi | Islamic Azad University Semnan | Speech emotion (IEMOCAP, RAVDESS) |
| 2026-09-30 | P2Mark: Plug-and-play parameter-level watermarking for neural speech generation | Artificial Intelligence | Yong Sheng Ren, Jiangyan Yi, Tao Wang et al. | Chinese Academy of Sciences; Institute of Automation; University of Chinese Academy of Sciences; … | LibriSpeech |
Cite this page
Scholar4AI. (2026). Speech and audio benchmarks. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/datasets/speech-and-audio-benchmarks
@misc{scholar4ai-datasets-speech-and-audio-benchmarks,
author = {{Scholar4AI}},
title = {Speech and audio benchmarks},
year = {2026},
howpublished = {\url{https://scholar4ai.com/datasets/speech-and-audio-benchmarks}},
urldate = {2026-10-26},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}