Datasets:
The dataset viewer is not available for this split.
Error code: StreamingRowsError
Exception: UnicodeDecodeError
Message: 'utf-8' codec can't decode byte 0x96 in position 469: invalid start byte
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
return get_rows(
^^^^^^^^^
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2543, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 362, in __iter__
for key, pa_table in self.generate_tables_fn(**gen_kwags):
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/text/text.py", line 81, in _generate_tables
batch = f.read(self.config.chunksize)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/utils/file_utils.py", line 844, in read_with_retries
out = read(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "<frozen codecs>", line 322, in decode
UnicodeDecodeError: 'utf-8' codec can't decode byte 0x96 in position 469: invalid start byteNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
PSG-Audio: Polysomnography with Simultaneous Audio Recordings
A partial mirror of the PSG-Audio dataset (Korompili et al., 2021) — full-night polysomnography recordings from subjects with obstructive sleep apnea, including a bedside microphone channel suitable for sound-based sleep staging research.
Note: This copy contains approximately 59% of the original dataset by file count (~60% by size). See Completeness below for details on what is included and what is missing.
Dataset Description
Each subject has:
- EDF files (European Data Format): Multi-channel PSG recordings, typically split into ~5 one-hour parts. 20 channels including EEG, EOG, EMG, ECG, airflow, SpO2, snore sensor, and a 48kHz bedside microphone.
- RML files: XML-based expert sleep stage annotations. Each 30-second epoch is labeled as Wake, N1, N2, N3, or REM.
Key Statistics
| Attribute | Value |
|---|---|
| Total size | ~586 GB |
| File count | 1,682 (of 2,851 in original) |
| Audio channel | Mic (channel 18), 48kHz sample rate |
| Annotation format | 30-second epochs, 5-class (Wake/N1/N2/N3/REM) |
| Population | Obstructive sleep apnea patients |
Completeness
The original PSG-Audio dataset (~986 GB, 2,851 files across V1/V2/V3) is hosted on scidb.cn behind time-limited FTP credentials. This mirror was created from a partial transfer before those credentials expired.
What's included
| Directory | Files here | Notes |
|---|---|---|
| V2/APNEA_RML | 175 | Near-complete |
| V2/APNEA_RML_clean | 182 | Near-complete |
| V3/APNEA_RML | 287 | Complete |
| V3/APNEA_EDF | ~750 files | Partial — 556 EDF files missing |
| V1/APNEA_RML | 14 | Partial |
| V1/APNEA_RML_clean | 26 | Partial |
| V3/APNEA_RML_clean | 10 | Partial |
What's missing (1,171 files)
| Directory | Missing | Notes |
|---|---|---|
| V3/APNEA_EDF | 556 | Raw multi-channel PSG recordings |
| V3/APNEA_RML_clean | 184 | Cleaned annotations |
| V1/APNEA_RML_clean | 184 | V1 cleaned annotations |
| V1/APNEA_RML | 178 | V1 raw annotations |
| V2/APNEA_RML | 37 | V2 raw annotations |
| V2/APNEA_RML_clean | 30 | V2 cleaned annotations |
If you have access to the full dataset and would like to contribute the missing files, please open a discussion.
Usage
Reading EDF files (Python)
import pyedflib
edf = pyedflib.EdfReader("00001001_1.edf")
channel_labels = edf.getSignalLabels()
mic_idx = next(i for i, l in enumerate(channel_labels) if "mic" in l.lower())
audio = edf.readSignal(mic_idx)
sample_rate = edf.getSampleFrequency(mic_idx) # 48000
edf.close()
Reading annotations (Python)
from lxml import etree
tree = etree.parse("00001001.rml")
events = tree.xpath("//ScoredEvent[Type='Stages|Stages']")
for event in events:
start = float(event.find("Start").text)
duration = float(event.find("Duration").text)
stage = event.find("Type").text # e.g., "NREM2", "Wake", "REM"
Audio channel warning
The EDF files contain a Snore channel (channel 10, 500Hz) that is not raw audio — it's a derived sensor signal. The correct audio channel is Mic (channel 18, 48kHz). Any channel below 8kHz sample rate is not a microphone.
Source
Originally hosted at scidb.cn with time-limited FTP access. This is a partial permanent mirror for reproducibility.
Paper: PSG-Audio, a scored polysomnography dataset with simultaneous audio recordings for sleep apnea studies (Scientific Data, 2021)
Citation
@article{korompili2021psgaudio,
title={PSG-Audio, a scored polysomnography dataset with simultaneous audio
recordings for sleep apnea studies},
author={Korompili, Georgia and others},
journal={Scientific Data},
volume={8},
year={2021},
doi={10.11922/sciencedb.00345}
}
License
CC BY 4.0
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