Dataset Viewer
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: FileNotFoundError
Message: datasets/AITRADER/dutch-tts-labeled-complete@main/audio/0c/0c9e9901a7aec002.wav
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 2431, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 1953, in __iter__
batch = formatter.format_batch(pa_table)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/formatting/formatting.py", line 472, in format_batch
batch = self.python_features_decoder.decode_batch(batch)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/formatting/formatting.py", line 234, in decode_batch
return self.features.decode_batch(batch, token_per_repo_id=self.token_per_repo_id) if self.features else batch
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 2147, in decode_batch
decode_nested_example(self[column_name], value, token_per_repo_id=token_per_repo_id)
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1409, in decode_nested_example
return schema.decode_example(obj, token_per_repo_id=token_per_repo_id) if obj is not None else None
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/audio.py", line 203, in decode_example
f = xopen(path, "rb", download_config=download_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/utils/file_utils.py", line 935, in xopen
file_obj = fsspec.open(file, mode=mode, *args, **kwargs).open()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/fsspec/core.py", line 135, in open
return self.__enter__()
^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/fsspec/core.py", line 103, in __enter__
f = self.fs.open(self.path, mode=mode)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/fsspec/spec.py", line 1293, in open
f = self._open(
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 275, in _open
return HfFileSystemFile(self, path, mode=mode, revision=revision, block_size=block_size, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 947, in __init__
self.details = fs.info(self.resolved_path.unresolve(), expand_info=False)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 716, in info
_raise_file_not_found(path, None)
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 1138, in _raise_file_not_found
raise FileNotFoundError(msg) from err
FileNotFoundError: datasets/AITRADER/dutch-tts-labeled-complete@main/audio/0c/0c9e9901a7aec002.wavNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Dutch TTS Dataset - Complete Labeled
A comprehensive Dutch text-to-speech dataset with 596,508 audio samples totaling 234GB of audio data.
Quick Preview
The default config shows a 100-row sample for the dataset viewer. To access the full dataset, use the full config.
Dataset Description
This dataset contains Dutch speech recordings with rich metadata including:
- Emotion labels (neutral, happy, sad, angry)
- Speaker IDs (239,388 unique speakers)
- Prosodic features (pitch mean/std, speaking rate)
- Audio quality metrics (SNR)
- Normalized text transcriptions
Dataset Statistics
| Statistic | Value |
|---|---|
| Total samples | 596,508 |
| Total audio size | ~234 GB |
| Audio format | WAV, 16kHz mono |
| Unique speakers | 239,388 |
| Avg duration | ~10 seconds |
Emotion Distribution
- neutral: 545,079 (91.4%)
- happy: 51,124 (8.6%)
- sad: 291 (0.05%)
- angry: 40 (0.01%)
Loading the Dataset
from datasets import load_dataset
# Load sample (100 rows) - for quick testing
dataset = load_dataset("AITRADER/dutch-tts-labeled-complete")
# Load full dataset (596k rows) - use streaming for large data
dataset = load_dataset("AITRADER/dutch-tts-labeled-complete", "full", streaming=True)
for sample in dataset["train"]:
print(sample["text"], sample["emotion"])
# sample["audio"] contains the audio array
break
Features
| Feature | Type | Description |
|---|---|---|
| audio | Audio | Audio waveform (16kHz) |
| sampling_rate | int | Always 16000 Hz |
| duration | float | Duration in seconds |
| text | string | Original transcription |
| text_normalized | string | Normalized transcription |
| speaker_id | string | Unique speaker identifier |
| emotion | string | Emotion label |
| emotion_confidence | float | Confidence score (0-1) |
| valence | float | Emotional valence (0-1) |
| arousal | float | Emotional arousal (0-1) |
| pitch_mean | float | Mean pitch in Hz |
| pitch_std | float | Pitch standard deviation |
| words_per_minute | float | Speaking rate |
| snr_db | float | Signal-to-noise ratio in dB |
| dataset_source | string | Original dataset source |
Data Sources
- facebook/multilingual_librispeech (60%)
- freds0/cml_tts_dataset_dutch (40%)
- google/fleurs (0.1%)
License
CC-BY-4.0
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