Dataset Open Access
DAPS (Device and Produced Speech) Dataset
Mysore, Gautham J.
The DAPS (Device and Produced Speech) dataset is a collection of aligned versions of professionally produced studio speech recordings and recordings of the same speech on common consumer devices (tablet and smartphone) in real-world environments. It has 15 versions of audio (3 professional versions and 12 consumer device/real-world environment combinations). Each version consists of about 4 1/2 hours of data (about 14 minutes from each of 20 speakers). Please see this paper for a detailed description of the dataset:
Gautham J. Mysore, “Can We Automatically Transform Speech Recorded on Common Consumer Devices in Real-World Environments into Professional Production Quality Speech? - A Dataset, Insights, and Challenges”, in the IEEE Signal Processing Letters, Vol. 22, No. 8, August 2015
The primary goal of the dataset is to help develop methods to automatically convert real-world device recordings into professional sounding recordings. It can be also used for various other applications like voice conversion, traditional speech enhancement, and automatic production of studio recordings.
| Name | Size | |
|---|---|---|
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daps.tar.gz
md5:303c130b7ce2e02b59c7ca5cd595a89c |
16.1 GB | Download |
| All versions | This version | |
|---|---|---|
| Views | 4,092 | 4,091 |
| Downloads | 3,545 | 3,545 |
| Data volume | 56.9 TB | 56.9 TB |
| Unique views | 3,727 | 3,726 |
| Unique downloads | 2,123 | 2,123 |
- Publication date:
- May 20, 2014
- DOI:
-
- Keyword(s):
- speech enhancement audio production
- Published in:
- IEEE Signal Processing Letters: 22 (8).
- Related identifiers:
- Supplement to
- 10.1109/LSP.2014.2379648 (Journal article)
- Communities:
- License (for files):
- Creative Commons Attribution Non Commercial 4.0 International