Cross-Domain Audio Deepfake Detection: Dataset and Analysis
Paper • 2404.04904 • Published
Datasets:
path stringlengths 52 83 | audio audioduration (s) 2.42 37.8 | label class label 2
classes | notes stringlengths 178 665 |
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dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "He hoped there would be stew for dinner, turnips and carrots and bruised potatoes and fat mutton pieces to be ladled out in thick peppered flo... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "He hoped there would be stew for dinner, turnips and carrots and bruised potatoes and fat mutton pieces to be ladled out in thick peppered flour fattene... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "He hoped there would be stew for dinner, turnips and carrots and bruised potatoes and fat mutton pieces to be ladled out in thick peppered flour... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "He hoped there would be stew for dinner, turnips and carrots and bruised potatoes and fat mutton pieces to be ladled out in thick peppered flour fatte... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "He hoped there would be stew for dinner, turnips and carrots and bruised potatoes and fat mutton pieces to be ladled out in thick pepp... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000001_000001/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "He hoped there would be stew for dinner, turnips and carrots and bruised potatoes and fat mutton pieces to be ladled out in thick peppered flour f... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "After early nightfall the yellow lamps would light up, here and there, the squalid quarter of the brothels."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "After early nightfall the yellow lamps would light up, here and there, the squalid quarter of the brothels."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "After early nightfall the yellow lamps would light up, here and there, the squalid quarter of the brothels."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "After early nightfall the yellow lamps would light up, here and there, the squalid quarter of the brothels."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "After early nightfall the yellow lamps would light up, here and there, the squalid quarter of the brothels."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000001/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "After early nightfall the yellow lamps would light up, here and there, the squalid quarter of the brothels."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "He would follow a devious course up and down the streets, circling always nearer and nearer in a tremor of fear and joy, until his feet led hi... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "He would follow a devious course up and down the streets, circling always nearer and nearer in a tremor of fear and joy, until his feet led him suddenly... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "He would follow a devious course up and down the streets, circling always nearer and nearer in a tremor of fear and joy, until his feet led him ... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "He would follow a devious course up and down the streets, circling always nearer and nearer in a tremor of fear and joy, until his feet led him sudden... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "He would follow a devious course up and down the streets, circling always nearer and nearer in a tremor of fear and joy, until his fee... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000002/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "He would follow a devious course up and down the streets, circling always nearer and nearer in a tremor of fear and joy, until his feet led him su... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000003/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000003/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "The whores would be just coming out of their houses making ready for the night, yawning lazily after their sleep and settling the hairpins in ... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000003/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000003/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "The whores would be just coming out of their houses making ready for the night, yawning lazily after their sleep and settling the hairpins in their clus... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000003/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000003/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "The whores would be just coming out of their houses making ready for the night, yawning lazily after their sleep and settling the hair... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000003/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000003/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "The whores would be just coming out of their houses making ready for the night, yawning lazily after their sleep and settling the hairpins in thei... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000004/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000004/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "Yet as he prowled in quest of that call, his senses, stultified only by his desire, would note keenly all that wounded or shamed them; his eye... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000004/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000004/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "Yet as he prowled in quest of that call, his senses, stultified only by his desire, would note keenly all that wounded or shamed them; his eyes, a ring ... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000004/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000004/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "Yet as he prowled in quest of that call, his senses, stultified only by his desire, would note keenly all that wounded or shamed them;... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000004/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000002_000004/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "Yet as he prowled in quest of that call, his senses, stultified only by his desire, would note keenly all that wounded or shamed them; his eyes, a... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "The equation on the page of his scribbler began to spread out a widening tail, eyed and starred like a peacock's; and, when the eyes and stars... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "The equation on the page of his scribbler began to spread out a widening tail, eyed and starred like a peacock's; and, when the eyes and stars of its in... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "The equation on the page of his scribbler began to spread out a widening tail, eyed and starred like a peacock's; and, when the eyes and stars o... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "The equation on the page of his scribbler began to spread out a widening tail, eyed and starred like a peacock's; and, when the eyes a... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000000/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "The equation on the page of his scribbler began to spread out a widening tail, eyed and starred like a peacock's; and, when the eyes and stars of ... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "The vast cycle of starry life bore his weary mind outward to its verge and inward to its centre, a distant music accompanying him outward and ... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "The vast cycle of starry life bore his weary mind outward to its verge and inward to its centre, a distant music accompanying him outward and inward."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "The vast cycle of starry life bore his weary mind outward to its verge and inward to its centre, a distant music accompanying him outward and in... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "The vast cycle of starry life bore his weary mind outward to its verge and inward to its centre, a distant music accompanying him outward and inward."... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "The vast cycle of starry life bore his weary mind outward to its verge and inward to its centre, a distant music accompanying him outw... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000002/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "The vast cycle of starry life bore his weary mind outward to its verge and inward to its centre, a distant music accompanying him outward and inwa... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "The music came nearer and he recalled the words, the words of Shelley's fragment upon the moon wandering companionless, pale for weariness."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "The music came nearer and he recalled the words, the words of Shelley's fragment upon the moon wandering companionless, pale for weariness."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "The music came nearer and he recalled the words, the words of Shelley's fragment upon the moon wandering companionless, pale for weariness."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "The music came nearer and he recalled the words, the words of Shelley's fragment upon the moon wandering companionless, pale for weariness."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "The music came nearer and he recalled the words, the words of Shelley's fragment upon the moon wandering companionless, pale for weari... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000004/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "The music came nearer and he recalled the words, the words of Shelley's fragment upon the moon wandering companionless, pale for weariness."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "The stars began to crumble and a cloud of fine stardust fell through space."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "The stars began to crumble and a cloud of fine stardust fell through space."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "The stars began to crumble and a cloud of fine stardust fell through space."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "The stars began to crumble and a cloud of fine stardust fell through space."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "The stars began to crumble and a cloud of fine stardust fell through space."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000007_000005/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "The stars began to crumble and a cloud of fine stardust fell through space."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000008_000000/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000008_000000/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "The dull light fell more faintly upon the page whereon another equation began to unfold itself slowly and to spread abroad its widening tail. ... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000008_000000/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000008_000000/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "The dull light fell more faintly upon the page whereon another equation began to unfold itself slowly and to spread abroad its widening tail. It was his... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000008_000000/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000008_000000/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "The dull light fell more faintly upon the page whereon another equation began to unfold itself slowly and to spread abroad its widenin... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000008_000000/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000008_000000/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "The dull light fell more faintly upon the page whereon another equation began to unfold itself slowly and to spread abroad its widening tail. It w... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "At his first violent sin he had felt a wave of vitality pass out of him and had feared to find his body or his soul maimed by the excess."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "At his first violent sin he had felt a wave of vitality pass out of him and had feared to find his body or his soul maimed by the excess."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "At his first violent sin he had felt a wave of vitality pass out of him and had feared to find his body or his soul maimed by the excess."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "At his first violent sin he had felt a wave of vitality pass out of him and had feared to find his body or his soul maimed by the excess."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "At his first violent sin he had felt a wave of vitality pass out of him and had feared to find his body or his soul maimed by the exce... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000001/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "At his first violent sin he had felt a wave of vitality pass out of him and had feared to find his body or his soul maimed by the excess."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "Instead the vital wave had carried him on its bosom out of himself and back again when it receded: and no part of body or soul had been maimed... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "Instead the vital wave had carried him on its bosom out of himself and back again when it receded: and no part of body or soul had been maimed but a dar... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "Instead the vital wave had carried him on its bosom out of himself and back again when it receded: and no part of body or soul had been maimed b... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "Instead the vital wave had carried him on its bosom out of himself and back again when it receded: and no part of body or soul had been maimed but a d... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "Instead the vital wave had carried him on its bosom out of himself and back again when it receded: and no part of body or soul had bee... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000002/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "Instead the vital wave had carried him on its bosom out of himself and back again when it receded: and no part of body or soul had been maimed but... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "The chaos in which his ardour extinguished itself was a cold indifferent knowledge of himself."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "The chaos in which his ardour extinguished itself was a cold indifferent knowledge of himself."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "The chaos in which his ardour extinguished itself was a cold indifferent knowledge of himself."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "The chaos in which his ardour extinguished itself was a cold indifferent knowledge of himself."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "The chaos in which his ardour extinguished itself was a cold indifferent knowledge of himself."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000003/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "The chaos in which his ardour extinguished itself was a cold indifferent knowledge of himself."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "He had sinned mortally not once but many times and he knew that, while he stood in danger of eternal damnation for the first sin alone, by eve... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "He had sinned mortally not once but many times and he knew that, while he stood in danger of eternal damnation for the first sin alone, by every succeed... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "He had sinned mortally not once but many times and he knew that, while he stood in danger of eternal damnation for the first sin alone, by every... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "He had sinned mortally not once but many times and he knew that, while he stood in danger of eternal damnation for the first sin alone, by every succe... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "He had sinned mortally not once but many times and he knew that, while he stood in danger of eternal damnation for the first sin alone... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000004/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "He had sinned mortally not once but many times and he knew that, while he stood in danger of eternal damnation for the first sin alone, by every s... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "His days and works and thoughts could make no atonement for him, the fountains of sanctifying grace having ceased to refresh his soul."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "His days and works and thoughts could make no atonement for him, the fountains of sanctifying grace having ceased to refresh his soul."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "His days and works and thoughts could make no atonement for him, the fountains of sanctifying grace having ceased to refresh his soul."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "His days and works and thoughts could make no atonement for him, the fountains of sanctifying grace having ceased to refresh his soul."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "His days and works and thoughts could make no atonement for him, the fountains of sanctifying grace having ceased to refresh his soul.... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000005/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "His days and works and thoughts could make no atonement for him, the fountains of sanctifying grace having ceased to refresh his soul."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "At most, by an alms given to a beggar whose blessing he fled from, he might hope wearily to win for himself some measure of actual grace."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "At most, by an alms given to a beggar whose blessing he fled from, he might hope wearily to win for himself some measure of actual grace."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "At most, by an alms given to a beggar whose blessing he fled from, he might hope wearily to win for himself some measure of actual grace."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "At most, by an alms given to a beggar whose blessing he fled from, he might hope wearily to win for himself some measure of actual grace."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "At most, by an alms given to a beggar whose blessing he fled from, he might hope wearily to win for himself some measure of actual gra... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000006/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "At most, by an alms given to a beggar whose blessing he fled from, he might hope wearily to win for himself some measure of actual grace."} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "What did it avail to pray when he knew that his soul lusted after its own destruction?"} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "What did it avail to pray when he knew that his soul lusted after its own destruction?"} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "What did it avail to pray when he knew that his soul lusted after its own destruction?"} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/valle.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/valle", "source": "libritts", "system": "valle", "speaker_id": "1089", "transcript": "What did it avail to pray when he knew that his soul lusted after its own destruction?"} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "What did it avail to pray when he knew that his soul lusted after its own destruction?"} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000008/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "What did it avail to pray when he knew that his soul lusted after its own destruction?"} | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/openvoice.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/openvoice", "source": "libritts", "system": "openvoice", "speaker_id": "1089", "transcript": "A certain pride, a certain awe, withheld him from offering to God even one prayer at night, though he knew it was in God's power to take away ... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/real.wav | 0bonafide | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/real", "source": "libritts", "system": "real", "speaker_id": "1089", "transcript": "A certain pride, a certain awe, withheld him from offering to God even one prayer at night, though he knew it was in God's power to take away his life w... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/seamless.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/seamless", "source": "libritts", "system": "seamless", "speaker_id": "1089", "transcript": "A certain pride, a certain awe, withheld him from offering to God even one prayer at night, though he knew it was in God's power to take away hi... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/whisperSpeech.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/whisperSpeech", "source": "libritts", "system": "whisperSpeech", "speaker_id": "1089", "transcript": "A certain pride, a certain awe, withheld him from offering to God even one prayer at night, though he knew it was in God's power to ta... | |
dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/yourTTS.wav | 1spoof | {"utterance_id": "dataset_LibriTTS/test-clean/1089/134686/1089_134686_000009_000009/yourTTS", "source": "libritts", "system": "yourTTS", "speaker_id": "1089", "transcript": "A certain pride, a certain awe, withheld him from offering to God even one prayer at night, though he knew it was in God's power to take away his ... |
End of preview. Expand in Data Studio
CD-ADD
Benchmark-ready packaging of CD-ADD (Cross-Domain Audio Deepfake Detection) for speech anti-spoofing / synthetic-voice detection.
Overview
CD-ADD pairs genuine speech with deepfakes produced by five advanced zero-shot
text-to-speech systems (OpenVoice, VALL-E, WhisperSpeech, YourTTS, Seamless). This
repo packages the LibriTTS test-clean subset together with all TED talks
from CD-ADD into a single dataset. The task is binary classification: bonafide
(genuine human speech) vs. spoof (zero-shot-TTS synthesized speech). Source
paper: https://arxiv.org/abs/2404.04904.
License & redistribution
Redistributed under the Creative Commons Attribution 4.0 International (CC BY 4.0)
license; the full text is in LICENSE.txt. Audio is the original 16 kHz mono signal
losslessly re-encoded to FLAC (bit-exact samples); each real clip is labelled
bonafide and every TTS-generated clip is labelled spoof.
Schema
| Field | Type | Description |
|---|---|---|
| path | string | Source-relative path, unique within the dataset (e.g. dataset_LibriTTS/test-clean/2300/131720/2300_131720_000002_000001/valle.wav). |
| audio | Audio(16kHz mono) | Embedded 16 kHz mono audio. |
| label | ClassLabel[bonafide, spoof] | Index 0 = bonafide, 1 = spoof. |
| notes | string (JSON) | Contains a unique utterance_id, plus source (libritts/ted), system (real/openvoice/valle/whisperSpeech/yourTTS/seamless), speaker_id, and transcript when available. |
Quick Start
from datasets import load_dataset
ds = load_dataset("SpeechAntiSpoofingBenchmarks/CD-ADD", split="test")
Stats
| n_total | n_bonafide | n_spoof | total duration |
|---|---|---|---|
| 20,786 | 3,661 | 17,125 | ~58.4 h |
Source provenance
Built from the CD-ADD release (LibriTTS test-clean + all TED talks). Each source
utterance directory contributes one real.wav (bonafide) and up to five
zero-shot-TTS spoofs. LibriTTS dev-clean / train-clean-100 are excluded. Every
decodable clip is included; clips that fail to decode via soundfile are dropped
(none were dropped in this build).
Evaluation
See eval.yaml and submissions/README.md. Primary metric: EER (%), lower is
better.
Citation
Original paper: https://arxiv.org/abs/2404.04904
@article{li2024crossdomain,
title = {Cross-Domain Audio Deepfake Detection: Dataset and Analysis},
author = {Li, Yuang and Zhang, Min and Ren, Mengxin and Ma, Miaomiao and
Wei, Daimeng and Yang, Hao},
journal = {arXiv preprint arXiv:2404.04904},
year = {2024}
}
Maintainer
SpeechAntiSpoofingBenchmarks — contact k.n.borodin@mtuci.ru
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