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train-3448_5416_000033_000000~r00000 | train | "He has moved in no direction since this woman has been here that I have not followed. | null | null | 59 | 4.72 | {"id":"train-3448_5416_000033_000000~r00000","text":"\"He has moved in no direction since this woman has been here that I have not followed.","speaker":"Ryan","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"3448_5416_000033_000000","source_dataset":"parler-tts/... | [
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train-3482_170452_000016_000000~r00000 | train | Characters of Great Men of the Present Age, december seventeenth eighteen twenty nine. | null | null | 62 | 4.96 | {"id":"train-3482_170452_000016_000000~r00000","text":"Characters of Great Men of the Present Age, december seventeenth eighteen twenty nine.","speaker":"Aiden","language":"English","instruct":"Speak in a calm, warm tone.","split":"train","source_id":"3482_170452_000016_000000","source_dataset":"parler-tts/libritts-r-f... | [
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train-3482_170453_000031_000003~r00000 | train | I was eager for her to go on, and when she said there was no more, I said, 'but go on! | null | null | 97 | 7.76 | {"id":"train-3482_170453_000031_000003~r00000","text":"I was eager for her to go on, and when she said there was no more, I said, 'but go on!","speaker":"Ryan","language":"English","instruct":"Speak in a calm, warm tone.","split":"train","source_id":"3482_170453_000031_000003","source_dataset":"parler-tts/libritts-r-fi... | [
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train-3483_174132_000022_000002~r00000 | train | All this time I had experienced little, save a sense of lightness and cold discomfort. | null | null | 78 | 6.24 | {"id":"train-3483_174132_000022_000002~r00000","text":"All this time I had experienced little, save a sense of lightness and cold discomfort.","speaker":"Aiden","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3483_174132_000022_000002","source_dataset":"parler-tts/libritts-r-... | [
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train-3486_166424_000010_000000~r00000 | train | I turned aside, crept through the shattered portal and looked over the haunted hollow. | null | null | 56 | 4.48 | {"id":"train-3486_166424_000010_000000~r00000","text":"I turned aside, crept through the shattered portal and looked over the haunted hollow.","speaker":"Aiden","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3486_166424_000010_000000","source_dataset":"parler-tts/libritts-r-... | [
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train-3486_166424_000024_000003~r00000 | train | Those in the van were mounted, galloping two abreast upon sure footed mountain ponies. | null | null | 72 | 5.76 | {"id":"train-3486_166424_000024_000003~r00000","text":"Those in the van were mounted, galloping two abreast upon sure footed mountain ponies.","speaker":"Ryan","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"3486_166424_000024_000003","source_dataset":"parler-t... | [
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train-3493_17615_000035_000001~r00000 | train | No one of that group but Shirley could fully appreciate the ludicrous picture he made. | null | null | 56 | 4.48 | {"id":"train-3493_17615_000035_000001~r00000","text":"No one of that group but Shirley could fully appreciate the ludicrous picture he made.","speaker":"Aiden","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"3493_17615_000035_000001","source_dataset":"parler-tt... | [
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train-3521_12715_000001_000010~r00000 | train | If you like your bread baked a good deal, let it stand in the oven an hour and a half. | null | null | 63 | 5.04 | {"id":"train-3521_12715_000001_000010~r00000","text":"If you like your bread baked a good deal, let it stand in the oven an hour and a half.","speaker":"Ryan","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3521_12715_000001_000010","source_dataset":"parler-tts/libritts-r-fil... | [
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train-3526_176653_000006_000000~r00000 | train | Her eyes fell at the ancient banter, but she lifted them straightway and stared again. | null | null | 63 | 5.04 | {"id":"train-3526_176653_000006_000000~r00000","text":"Her eyes fell at the ancient banter, but she lifted them straightway and stared again.","speaker":"Aiden","language":"English","instruct":"Speak in a calm, warm tone.","split":"train","source_id":"3526_176653_000006_000000","source_dataset":"parler-tts/libritts-r-f... | [
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train-3526_176653_000045_000001~r00000 | train | For a moment there was silence and a puzzled frown gathered on the mountaineer's face. | null | null | 65 | 5.2 | {"id":"train-3526_176653_000045_000001~r00000","text":"For a moment there was silence and a puzzled frown gathered on the mountaineer's face.","speaker":"Ryan","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3526_176653_000045_000001","source_dataset":"parler-tts/libritts-r-f... | [
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train-353_128309_000086_000001~r00000 | train | You see how composed he has become, and you cannot be afraid to leave him with me now. | null | null | 60 | 4.8 | {"id":"train-353_128309_000086_000001~r00000","text":"You see how composed he has become, and you cannot be afraid to leave him with me now.","speaker":"Ryan","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"353_128309_000086_000001","source_dataset":"parler-tts... | [
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train-3540_163612_000168_000000~r00000 | train | 'Your Excellency, it is the bird,' replied the Scullion, and he placed it in his hand. | null | null | 74 | 5.92 | {"id":"train-3540_163612_000168_000000~r00000","text":"'Your Excellency, it is the bird,' replied the Scullion, and he placed it in his hand.","speaker":"Ryan","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3540_163612_000168_000000","source_dataset":"parler-tts/libri... | [
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train-3551_7884_000025_000000~r00000 | train | Two years later, she had heard the cries of an entire people exulting over a regicide. | null | null | 66 | 5.28 | {"id":"train-3551_7884_000025_000000~r00000","text":"Two years later, she had heard the cries of an entire people exulting over a regicide.","speaker":"Aiden","language":"English","instruct":"Speak in a calm, warm tone.","split":"train","source_id":"3551_7884_000025_000000","source_dataset":"parler-tts/libritts-r-filte... | [
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train-3551_7894_000029_000001~r00000 | train | She shuddered at the loathsome touch, but her quietude never forsook her for a moment. | null | null | 72 | 5.76 | {"id":"train-3551_7894_000029_000001~r00000","text":"She shuddered at the loathsome touch, but her quietude never forsook her for a moment.","speaker":"Aiden","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3551_7894_000029_000001","source_dataset":"parler-tts/libritts... | [
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train-3584_178748_000035_000003~r00000 | train | But one thought was given to the story of Black Donald, and that was a reassuring one: | null | null | 72 | 5.76 | {"id":"train-3584_178748_000035_000003~r00000","text":"But one thought was given to the story of Black Donald, and that was a reassuring one:","speaker":"Ryan","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3584_178748_000035_000003","source_dataset":"parler-tts/libritts-r-f... | [
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train-3615_14674_000026_000002~r00000 | train | Pour over a cup of water; cover and let cook for one hour until tender but not broken. | null | null | 80 | 6.4 | {"id":"train-3615_14674_000026_000002~r00000","text":"Pour over a cup of water; cover and let cook for one hour until tender but not broken.","speaker":"Aiden","language":"English","instruct":"Speak in a calm, warm tone.","split":"train","source_id":"3615_14674_000026_000002","source_dataset":"parler-tts/libritts-r-fil... | [
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train-3615_14677_000048_000000~r00000 | train | Clean and boil the brains in salted water; add one onion sliced; let cook ten minutes. | null | null | 80 | 6.4 | {"id":"train-3615_14677_000048_000000~r00000","text":"Clean and boil the brains in salted water; add one onion sliced; let cook ten minutes.","speaker":"Ryan","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3615_14677_000048_000000","source_dataset":"parler-tts/libritt... | [
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train-3615_14677_000054_000002~r00000 | train | Cover the top with whipped whites of eggs and place a raw yoke on each slice of bread. | null | null | 83 | 6.64 | {"id":"train-3615_14677_000054_000002~r00000","text":"Cover the top with whipped whites of eggs and place a raw yoke on each slice of bread.","speaker":"Ryan","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3615_14677_000054_000002","source_dataset":"parler-tts/libritt... | [
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train-3638_758_000027_000000~r00000 | train | They had not far to carry the coffin to the church, not more than three hundred paces. | null | null | 85 | 6.8 | {"id":"train-3638_758_000027_000000~r00000","text":"They had not far to carry the coffin to the church, not more than three hundred paces.","speaker":"Ryan","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3638_758_000027_000000","source_dataset":"parler-tts/libritts-r-... | [
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train-3699_175950_000005_000000~r00000 | train | --My great grandfather was convinced.--He untwisted the paper, and signed the article. | null | null | 67 | 5.36 | {"id":"train-3699_175950_000005_000000~r00000","text":"--My great grandfather was convinced.--He untwisted the paper, and signed the article.","speaker":"Ryan","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3699_175950_000005_000000","source_dataset":"parler-tts/libri... | [
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train-369_125883_000114_000000~r00000 | train | The Snail, much against her usual habit, began to run like a lizard under a summer sun | null | null | 71 | 5.68 | {"id":"train-369_125883_000114_000000~r00000","text":"The Snail, much against her usual habit, began to run like a lizard under a summer sun","speaker":"Aiden","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"369_125883_000114_000000","source_dataset":"parler-tt... | [
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train-3703_71531_000015_000004~r00000 | train | She said to me one afternoon, 'I hope the Duchess is still pleased with her companion. | null | null | 65 | 5.2 | {"id":"train-3703_71531_000015_000004~r00000","text":"She said to me one afternoon, 'I hope the Duchess is still pleased with her companion.","speaker":"Aiden","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"3703_71531_000015_000004","source_dataset":"parler-tt... | [
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train-3703_71531_000019_000000~r00000 | train | The Duchess was seeing again the two who had come forth shining from the conservatory. | null | null | 60 | 4.8 | {"id":"train-3703_71531_000019_000000~r00000","text":"The Duchess was seeing again the two who had come forth shining from the conservatory.","speaker":"Ryan","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3703_71531_000019_000000","source_dataset":"parler-tts/libritts-r-fil... | [
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train-3703_71531_000046_000001~r00000 | train | But then again she said to herself, "Oh why, after all, should she be asked questions? | null | null | 104 | 8.32 | {"id":"train-3703_71531_000046_000001~r00000","text":"But then again she said to herself, \"Oh why, after all, should she be asked questions?","speaker":"Ryan","language":"English","instruct":"Speak in a calm, warm tone.","split":"train","source_id":"3703_71531_000046_000001","source_dataset":"parler-tts/libritts-r-fil... | [
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train-3703_71550_000016_000002~r00000 | train | She had done much fine and dainty work which she showed him with unaffected sweetness. | null | null | 57 | 4.56 | {"id":"train-3703_71550_000016_000002~r00000","text":"She had done much fine and dainty work which she showed him with unaffected sweetness.","speaker":"Aiden","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"3703_71550_000016_000002","source_dataset":"parler-tt... | [
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train-3717_21498_000010_000011~r00000 | train | Then she told her story-how she was going through the world seeking after her husband. | null | null | 60 | 4.8 | {"id":"train-3717_21498_000010_000011~r00000","text":"Then she told her story-how she was going through the world seeking after her husband.","speaker":"Aiden","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3717_21498_000010_000011","source_dataset":"parler-tts/libritts-r-fi... | [
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train-3733_140718_000017_000000~r00000 | train | I have strange temptations to get away in her absence, for all these fine appearances. | null | null | 69 | 5.52 | {"id":"train-3733_140718_000017_000000~r00000","text":"I have strange temptations to get away in her absence, for all these fine appearances.","speaker":"Aiden","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3733_140718_000017_000000","source_dataset":"parler-tts/libritts-r-... | [
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train-373_130974_000015_000009~r00000 | train | They shall at least be offered in a spirit which will not disgrace the cause of truth. | null | null | 66 | 5.28 | {"id":"train-373_130974_000015_000009~r00000","text":"They shall at least be offered in a spirit which will not disgrace the cause of truth.","speaker":"Aiden","language":"English","instruct":"Speak in a calm, warm tone.","split":"train","source_id":"373_130974_000015_000009","source_dataset":"parler-tts/libritts-r-fil... | [
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train-3781_156973_000031_000000~r00000 | train | Is there any evidence that Joseph complained because of the injustice of his brothers? | null | null | 63 | 5.04 | {"id":"train-3781_156973_000031_000000~r00000","text":"Is there any evidence that Joseph complained because of the injustice of his brothers?","speaker":"Aiden","language":"English","instruct":"Speak in a calm, warm tone.","split":"train","source_id":"3781_156973_000031_000000","source_dataset":"parler-tts/libritts-r-f... | [
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train-3825_134160_000010_000001~r00000 | train | I waited till they were some twenty yards apart, and then put the Watch a minute back. | null | null | 60 | 4.8 | {"id":"train-3825_134160_000010_000001~r00000","text":"I waited till they were some twenty yards apart, and then put the Watch a minute back.","speaker":"Aiden","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3825_134160_000010_000001","source_dataset":"parler-tts/libritts-r-... | [
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train-3830_12529_000014_000000~r00000 | train | Neither Oliver nor I had much experience in boating, and we had none in boat building. | null | null | 67 | 5.36 | {"id":"train-3830_12529_000014_000000~r00000","text":"Neither Oliver nor I had much experience in boating, and we had none in boat building.","speaker":"Aiden","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"3830_12529_000014_000000","source_dataset":"parler-tt... | [
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train-3869_699_000025_000001~r00000 | train | Though, indeed, I haven't meddled at all, if you want to know the truth of the matter. | null | null | 47 | 3.76 | {"id":"train-3869_699_000025_000001~r00000","text":"Though, indeed, I haven't meddled at all, if you want to know the truth of the matter.","speaker":"Aiden","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"3869_699_000025_000001","source_dataset":"parler-tts/li... | [
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train-3876_174960_000011_000007~r00000 | train | mr Gresham, the Prime Minister, was supposed to be very much concerned in this matter. | null | null | 62 | 4.96 | {"id":"train-3876_174960_000011_000007~r00000","text":"mr Gresham, the Prime Minister, was supposed to be very much concerned in this matter.","speaker":"Ryan","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"3876_174960_000011_000007","source_dataset":"parler-t... | [
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train-3922_715_000076_000002~r00000 | train | She was not in the blue room either; there was no one but Kalganov asleep on the sofa. | null | null | 64 | 5.12 | {"id":"train-3922_715_000076_000002~r00000","text":"She was not in the blue room either; there was no one but Kalganov asleep on the sofa.","speaker":"Ryan","language":"English","instruct":"Speak in a calm, warm tone.","split":"train","source_id":"3922_715_000076_000002","source_dataset":"parler-tts/libritts-r-filtered... | [
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train-3922_715_000078_000000~r00000 | train | And again she burst into tears, but clung tight to Mitya's hand and did not let it go. | null | null | 83 | 6.64 | {"id":"train-3922_715_000078_000000~r00000","text":"And again she burst into tears, but clung tight to Mitya's hand and did not let it go.","speaker":"Aiden","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3922_715_000078_000000","source_dataset":"parler-tts/libritts-r... | [
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train-3923_174992_000013_000000~r00000 | train | "But we don't like traps, Lord Chiltern;--nor yet poison, nor anything that is wicked. | null | null | 90 | 7.2 | {"id":"train-3923_174992_000013_000000~r00000","text":"\"But we don't like traps, Lord Chiltern;--nor yet poison, nor anything that is wicked.","speaker":"Ryan","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3923_174992_000013_000000","source_dataset":"parler-tts/libritts-r-... | [
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train-3945_890_000003_000004~r00000 | train | And I added, that that was an unusual record for people who had been so much together. | null | null | 85 | 6.8 | {"id":"train-3945_890_000003_000004~r00000","text":"And I added, that that was an unusual record for people who had been so much together.","speaker":"Aiden","language":"English","instruct":"Speak clearly and naturally.","split":"train","source_id":"3945_890_000003_000004","source_dataset":"parler-tts/libritts-r-filter... | [
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train-3967_292604_000009_000002~r00000 | train | She was of a slight figure as I knew from the ease with which I carried her, but tall. | null | null | 82 | 6.56 | {"id":"train-3967_292604_000009_000002~r00000","text":"She was of a slight figure as I knew from the ease with which I carried her, but tall.","speaker":"Ryan","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3967_292604_000009_000002","source_dataset":"parler-tts/libri... | [
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train-3977_185466_000001_000002~r00000 | train | Any kind of perforated cover may be made to answer the same purpose as the gauze wire. | null | null | 81 | 6.48 | {"id":"train-3977_185466_000001_000002~r00000","text":"Any kind of perforated cover may be made to answer the same purpose as the gauze wire.","speaker":"Ryan","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3977_185466_000001_000002","source_dataset":"parler-tts/libri... | [
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train-3977_87547_000015_000002~r00000 | train | To what this appearance was owing I cannot tell, and indeed I did not examine into it. | null | null | 83 | 6.64 | {"id":"train-3977_87547_000015_000002~r00000","text":"To what this appearance was owing I cannot tell, and indeed I did not examine into it.","speaker":"Aiden","language":"English","instruct":"Speak with a cheerful, conversational tone.","split":"train","source_id":"3977_87547_000015_000002","source_dataset":"parler-tt... | [
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train-3989_182402_000021_000002~r00000 | train | Almost everything to day is the result of things that happened in those long ago days. | null | null | 103 | 8.24 | {"id":"train-3989_182402_000021_000002~r00000","text":"Almost everything to day is the result of things that happened in those long ago days.","speaker":"Ryan","language":"English","instruct":"Speak clearly with a measured pace.","split":"train","source_id":"3989_182402_000021_000002","source_dataset":"parler-tts/libri... | [
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End of preview. Expand in Data Studio
DuDE-Stage-II
Committed Stage II teacher self-distillation records: 337,389 train utterances (703.460 hours of synthetic codec targets) and 128 validation utterances.
Each row is one independent utterance. The trainer samples independent utterances into two densely interleaved channels; this dataset does not assemble conversations.
Targets were generated by Qwen/Qwen3-TTS-12Hz-1.7B-CustomVoice (weights revision 0c0e3051f131929182e2c023b9537f8b1c68adfe, upstream code revision 022e286b98fbec7e1e916cb940cdf532cd9f488e). Rows preserve native text/instruction token IDs, generation settings/seeds, Ryan/Aiden voice labels, source IDs and rollout cycles. The exact same committed corpus was reused by the Stage II recovery run through step 2000.
Codec arrays have shape (frames, 16). The complete synthetic utterances were stored as codec targets, not as waveform files; they can be decoded with the matching Qwen3-TTS speech tokenizer. This release includes every committed target and excludes uncommitted generation attempts.
Attribution and license
Text source: the Parler-TTS project’s LibriTTS-R filtered speaker descriptions, clean configuration, revision 0ffbb79e07eaea6d9b191ac93a430f9264b3131d. This source is distributed under CC BY 4.0; attribution and the same license are retained for this derived dataset. DuDE added synthetic speech codec targets, native model prompts, and generation provenance. The Qwen teacher is separately licensed under Apache 2.0.
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import io, json
import numpy as np
from datasets import load_dataset
ds = load_dataset("penguinfish1688/DuDE-Stage-II", "utterances", split="train", streaming=True)
row = next(iter(ds))
metadata = json.loads(row["metadata_json"])
codes = np.load(io.BytesIO(row["audio_codes_npy"]), allow_pickle=False)
audio_codes_npy contains the original NumPy payload, byte for byte (uint16, 12.5 frames/second, 16 codebooks). audio_codes_sha256 verifies each payload. frames, duration_seconds, text/xml, and conversation_id provide searchable columns; metadata_json retains the full record. Stage III duration comes from the source clock and can differ slightly from frames/12.5 due to codec rounding.
Absolute cluster paths were replaced with repository-relative assets/... paths. Other training metadata and all codec payloads are preserved. Full source annotations and voice-reference JSON live under assets/; waveform files are included for Stage III. Download those assets with huggingface_hub.snapshot_download when needed. Streaming only the Parquet records does not download the waveform assets.
To reconstruct the original training cache format after a full snapshot download:
python restore_sqlite.py --config utterances --output /path/to/cache
The helper rebases record paths to the downloaded repository and recreates each SQLite examples table with the original codec bytes. It does not restore generation worker cursors. It refuses to overwrite existing cache files.
manifest.json records verified row counts, durations, Parquet checksums and record digests. files.jsonl lists the upload files and sizes; hashes are included for generated metadata and Parquet files. Original audio files are uploaded without re-encoding. The release contains datasets, not model checkpoints.
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