speechCOMET
Collection
11 items • Updated
Datasets:
Dataset Viewer
The dataset viewer is not available for this dataset.
The JWT signature verification failed. Check the signing key and the algorithm.
Error code: JWTInvalidSignature
Exception: InvalidSignatureError
Message: Signature verification failed
Traceback: Traceback (most recent call last):
File "/src/libs/libapi/src/libapi/jwt_token.py", line 286, in validate_jwt
decoded = jwt.decode(
jwt=token,
...<2 lines>...
options=options,
)
File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 368, in decode
decoded = self.decode_complete(
jwt,
...<8 lines>...
leeway=leeway,
)
File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 265, in decode_complete
decoded = self._jws.decode_complete(
jwt,
...<3 lines>...
detached_payload=detached_payload,
)
File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 270, in decode_complete
self._verify_signature(
~~~~~~~~~~~~~~~~~~~~~~^
signing_input,
^^^^^^^^^^^^^^
...<4 lines>...
options=merged_options,
^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 417, in _verify_signature
raise InvalidSignatureError("Signature verification failed")
jwt.exceptions.InvalidSignatureError: Signature verification failedNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
WMT Human + TTS Audio
WMT human evaluation data (zouharvi/wmt-human-all) extended with TTS-synthesised source audio, covering 49 language pairs. Used as training data for SpeechCOMET.
Part of the SpeechCOMET model family | Paper: Why We Need Speech to Evaluate Speech Translation (Züfle et al., 2026) | Code: github.com/MaikeZuefle/speechCOMET
Dataset
Each row contains a source sentence, a machine translation hypothesis, a human quality score, and TTS-synthesised source audio.
| Column | Type | Description |
|---|---|---|
src_text |
string | Source sentence |
tgt_text |
string | MT hypothesis |
score |
float | Human quality score |
audio |
Audio (24 kHz) | TTS-synthesised source speech |
Splits: train, validation
TTS synthesis
Audio is synthesised from the source text using:
- Kokoro for English, Japanese, Chinese, Spanish, French, Hindi, Italian, and Portuguese (voice randomly selected per source sentence for diversity)
- MMS-TTS (
facebook/mms-tts-{lang}) as fallback for all other languages
Synthesis can be reproduced using the data preparation scripts.
Citation
@misc{züfle2026needspeechevaluatespeech,
title={Why We Need Speech to Evaluate Speech Translation},
author={Maike Züfle and Danni Liu and Vilém Zouhar and Jan Niehues},
year={2026},
eprint={2605.28227},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2605.28227},
}
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