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TigreGotico/
sigmos-onnx

Name: sigmos-onnx
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SIGMOS (ONNX)

Multi-dimensional non-intrusive speech quality prediction from Microsoft's Speech Signal Improvement Challenge. Mirrored unmodified for use by speechonnxmetrics.

Upstream: microsoft/SIG-Challenge. Licence: MIT (see LICENSE.txt).

Contract

model-sigmos_1697718653_41d092e8-epo-200.onnx

Input [batch, 3, time, 481] — compressed STFT at 48 kHz
Output 7 sub-scores, in order: COL, DISC, LOUD, NOISE, REVERB, SIG, OVRL

sigmos.py is the upstream reference frontend, kept alongside so the compressed-STFT preprocessing can be reproduced exactly.

Citation

Ristea et al., ICASSP 2024 Speech Signal Improvement Challenge.

TigreGotico/sigmos-onnx

SIGMOS (ONNX)

Contract

Citation

TigreGotico/
sigmos-onnx