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SpeechAntiSpoofingBenchmarks/EmoFake_test

EmoFake Test Benchmark-ready packaging of the EmoFake test set for speech anti-spoofing. Overview Emotional speech deepfake detection test set. Contains bonafide emotional utterances and spoofed samples with emotion conversion. License CC BY 4.0. See LICENSE.txt. Schema Column Type Description path string Audio filename audio Audio(16000) Audio waveform, 16 kHz mono label ClassLabel bonafide (index 0) or spoof (index 1)… See the full description on the dataset page: https://huggingface.co/datasets/SpeechAntiSpoofingBenchmarks/EmoFake_test.

sourceHugging Facecc-by-4.0updated 4mo agoView on Hugging Face
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EmoFake Test

Benchmark-ready packaging of the EmoFake test set for speech anti-spoofing.

Overview

Emotional speech deepfake detection test set. Contains bonafide emotional utterances and spoofed samples with emotion conversion.

License

CC BY 4.0. See LICENSE.txt.

Schema

ColumnTypeDescription
pathstringAudio filename
audioAudio(16000)Audio waveform, 16 kHz mono
labelClassLabelbonafide (index 0) or spoof (index 1)
notesstringJSON with utteranceid, speakerid, emotion, method, subset

notes example: {"utteranceid": "0014Surprise001539", "speakerid": "0014", "emotion": "Surprise", "subset": "test"}

Quick Start

from datasets import loaddataset ds = loaddataset("SpeechAntiSpoofingBenchmarks/EmoFake_test", split="test") print(ds[0])

Stats

StatValue
Total trials17500
Bonafide3500
Spoof14000

Source provenance

  • —Paper: https://arxiv.org/abs/2211.05363

Maintainer

Maintained by Kirill Borodin (SpeechAntiSpoofingBenchmarks).

  • —Email: kborodin.research@gmail.com
  • —Telegram: @korallll_ai