ears_dataset

EARS Dataset

We release the Expressive Anechoic Recordings of Speech (EARS) dataset.

If you use the dataset or any derivative of it, please cite our Paper

@inproceedings{richter2024ears,
  title={{EARS}: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation},
  author={Richter, Julius and Wu, Yi-Chiao and Krenn, Steven and Welker, Simon and Lay, Bunlong and Watanabe, Shinjii and Richard, Alexander and Gerkmann, Timo},
  booktitle={Interspeech},
  year={2024}
}

For audio samples or scripts to generate the speech enhancement benchmarks, please visit the project page.

Highlights

• 100 h of speech data from 107 speakers
• high-quality recordings at 48 kHz in an anechoic chamber
• high speaker diversity with speakers from different ethnicities and age range from 18 to 75 years
• full dynamic range of human speech, ranging from whispering to yelling
• 18 minutes of freeform monologues per speaker
• sentence reading in 7 different reading styles (regular, loud, whisper, high pitch, low pitch, fast, slow)
• emotional reading and freeform tasks covering 22 different emotions for each speaker

Download EARS Dataset

using bash

for X in $(seq -w 001 107); do
  curl -L https://github.com/facebookresearch/ears_dataset/releases/download/dataset/p${X}.zip -o p${X}.zip
  unzip p${X}.zip
  rm p${X}.zip
done

using python

run the EARS download script

python download_ears.py

Download Blind Testset with Noisy Speech

using bash

curl -L https://github.com/facebookresearch/ears_dataset/releases/download/blind_testset/blind_testset.zip -o blind_testset.zip
mkdir blind_testset
unzip blind_testset.zip -d blind_testset
rm blind_testset.zip

using python

run the blind testset download script

python download_blind_testset.py

Statistics and Transcripts

The speaker statistics (age, ethnicity, gender, weight, height, native language) for the 107 speakers are collected in speaker_statistics.json.

Transcripts of the reading portions of the dataset are available in transcripts.json.

License

The code and dataset are released under CC-NC 4.0 International license.