AEC-Challenge synthetic 200-example subset for enhance-benchmark
Browse files- README.md +37 -0
- aec-synthetic-mini.tar.gz +3 -0
README.md
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---
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license: other
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license_name: aec-challenge-mixed
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license_link: https://github.com/microsoft/AEC-Challenge#dataset-licenses
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tags:
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- audio
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- acoustic-echo-cancellation
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- speech-enhancement
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- fluidaudio
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---
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# AEC-Challenge synthetic mini (200 examples)
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First 200 examples (shard 0, dataset order) of the Microsoft AEC-Challenge
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synthetic set (https://github.com/microsoft/AEC-Challenge/tree/main/datasets/synthetic,
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Sridhar et al., ICASSP 2021, arXiv:2009.04972), exported from the
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`PandaLT/microsoft-AEC-dataset` parquet mirror as 16 kHz 16-bit mono WAV:
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- `fileid_<id>_mic.wav` near-end microphone signal (near-end speech + echo, optionally noise)
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- `fileid_<id>_lpb.wav` far-end / loopback signal (what the loudspeaker played)
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- `fileid_<id>_clean.wav` clean near-end speech (target; unscaled — see `nearend_scale`)
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- `meta.csv` per-example `ser`, `is_farend_noisy`, `is_nearend_noisy`,
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`nearend_scale`, `is_farend_nonlinear` from the upstream meta.csv
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Used by `fluidaudiocli enhance-benchmark` (FluidAudio) to score echo cancellers:
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near-end word recall, WER and far-end word leakage measured with ASR.
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## License
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Microsoft provides the datasets "as is" under the original terms of the source
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material: clean speech from LibriVox (public domain) and the Edinburgh 56-speaker
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dataset; noise from AudioSet (CC BY 4.0), Freesound (CC0 only) and DEMAND
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(CC BY-SA 3.0). See the AEC-Challenge README for the full notice.
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## Files
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`aec-synthetic-mini.tar.gz` extracts to `aec-synthetic-mini/` (601 WAVs + meta.csv, 185 MB).
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aec-synthetic-mini.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:45ff5d7acfce499558c25a0eace45eb819cec8aa76420fe733de7ee116ae548d
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size 128888168
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