Paper Citation Record · LEDGER

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion

As of 7 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 3 inbound Pith citation observations for arXiv:2505.22106.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.22106 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:21:11.797874Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:21:08.234057Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T15:46:43.538548Z

Reference resolution

41 of 41 outbound references displayed

verified exact2
verified fuzzy25
unresolved14
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d6304768-44fd-463d-9ff2-886fe2eee27b · outbound

This paper cites The audio generated by TTA systems is primarily categorized into three types: speech, sound effects, and music.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion The audio generated by TTA systems is primarily categorized into three types: speech, sound effects, and music

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:16.912318Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3cff68ac-83e2-4e74-a213-17a4a2a700b8 · outbound

This paper cites an unresolved cited work.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:21:16.657206Z

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Observation 188b390f-9bf8-4812-a1e7-2cb7eeafea2e · outbound

This paper cites an unresolved cited work.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Unresolved cited work

Reference 3

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Observation 449c3509-6295-4986-8fa8-3428ff23a207 · outbound

This paper cites Experimental Setup 4.1.1.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Experimental Setup 4.1.1

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:16.256670Z

Source-reported events for the cited work

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Observation 70c680c0-050c-49b8-9323-c2f85c9414c3 · outbound

This paper cites Experiments show that by combining SOTA TTA models with rectified dif- fusion, AudioTurbo surpasses baseline models in both objec- tive and subjective evaluations.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Experiments show that by combining SOTA TTA models with rectified dif- fusion, AudioTurbo surpasses baseline models in both objec- tive and subjective evaluations

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:16.014805Z

Source-reported events for the cited work

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Observation e18e24ed-cd8b-4d7d-8e63-2bf24d17ae8d · outbound

This paper cites Text-to- speech and speech-to-text converter—voice assistant,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Text-to- speech and speech-to-text converter—voice assistant,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:15.393706Z

Source-reported events for the cited work

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Observation 996763e3-ead4-4ff1-ac9d-5384786a0b32 · outbound

This paper cites AudioGen: Textu- ally guided audio generation,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion AudioGen: Textu- ally guided audio generation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:15.840924Z

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Observation 48e7124c-05e4-43c9-bb0d-10ed4f8b5f88 · outbound

This paper cites UniAudio: An Audio Foundation Model Toward Universal Audio Generation.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion UniAudio: An Audio Foundation Model Toward Universal Audio Generation

Reference 8

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Observation a410e71b-55ac-4f22-90e5-3cddaabb01e0 · outbound

This paper cites Diffsound: Discrete diffusion model for text-to-sound genera- tion,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Diffsound: Discrete diffusion model for text-to-sound genera- tion,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:15.636832Z

Source-reported events for the cited work

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Observation 8fa498a3-943f-43af-bedc-20bed2a17b9e · outbound

This paper cites AudioLDM: text-to-audio generation with latent diffusion models,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion AudioLDM: text-to-audio generation with latent diffusion models,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:08.977066Z

Source-reported events for the cited work

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Observation ecd636f1-098b-43a6-bcfa-3be362a7d582 · outbound

This paper cites Text-to- audio generation using instruction guided latent diffusion model,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Text-to- audio generation using instruction guided latent diffusion model,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:15.474788Z

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Observation 324cf7b1-8a97-45d3-b539-fe17446ad53e · outbound

This paper cites Auffusion: Leveraging the power of diffusion and large language models for text-to-audio generation,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Auffusion: Leveraging the power of diffusion and large language models for text-to-audio generation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:14.965027Z

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Observation 2364a185-a311-47ac-8138-ba5b99cdf58f · outbound

This paper cites A Survey of Deep Learning Audio Generation Methods.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion A Survey of Deep Learning Audio Generation Methods

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:21:12.508986Z

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Observation 1dc413e4-7aa3-4b26-939f-d7aa7b8798a4 · outbound

This paper cites Leveraging AI to Generate Audio for User-generated Content in Video Games.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Leveraging AI to Generate Audio for User-generated Content in Video Games

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:09.271962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5385b2f-81a6-4a07-ba71-c9234fdec4b1 · outbound

This paper cites MusicLM: Generating Music From Text.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion MusicLM: Generating Music From Text

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:09.317308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abab167c-2d2b-4f13-b3c8-cd455917149c · outbound

This paper cites Neural discrete representa- tion learning,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Neural discrete representa- tion learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:15.252714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5bc62098-92a7-45ed-b6b2-9cba5573bef3 · outbound

This paper cites High-resolution image synthesis with latent diffusion models,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion High-resolution image synthesis with latent diffusion models,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:15.108186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46e480b0-65a8-49e1-ab75-95129389b619 · outbound

This paper cites FlashSpeech: Efficient zero-shot speech synthesis,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion FlashSpeech: Efficient zero-shot speech synthesis,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:14.428965Z

Source-reported events for the cited work

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Observation 0e16c682-6918-498c-b935-cff2bebc2bca · outbound

This paper cites AudioLDM 2: Learn- ing holistic audio generation with self-supervised pretraining,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion AudioLDM 2: Learn- ing holistic audio generation with self-supervised pretraining,

Reference 19

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Source-reported events for the cited work

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Observation 16b46a8c-60f9-4f40-b30b-ba41836a6fb7 · outbound

This paper cites AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:08.234057Z

Source-reported events for the cited work

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Observation a2f193fd-a9b1-4eb2-ac91-66b71ca819eb · outbound

This paper cites Make-an-Audio: Text-to-audio generation with prompt-enhanced diffusion models,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Make-an-Audio: Text-to-audio generation with prompt-enhanced diffusion models,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:14.820084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b2d9abc9-eb29-49b2-ae2a-6724abd38d96 · outbound

This paper cites Make-An-Audio 2: Temporal-Enhanced Text-to-Audio Generation.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Make-An-Audio 2: Temporal-Enhanced Text-to-Audio Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:09.950564Z

Source-reported events for the cited work

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Observation a13c1315-f2f5-4809-80ad-cd8b0256f01e · outbound

This paper cites ProDiff: Progressive fast diffusion model for high-quality text-to-speech,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion ProDiff: Progressive fast diffusion model for high-quality text-to-speech,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:14.635611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ada13ed-a7d1-4caa-9419-a39c7fc9f046 · outbound

This paper cites Matcha-TTS: A fast TTS architecture with conditional flow matching,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Matcha-TTS: A fast TTS architecture with conditional flow matching,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:14.540426Z

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Observation 5ffc9e00-4f0e-45d8-b9bc-1fe82064984c · outbound

This paper cites LAFMA: A Latent Flow Matching Model for Text-to-Audio Generation.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion LAFMA: A Latent Flow Matching Model for Text-to-Audio Generation

Reference 25

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Source-reported events for the cited work

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Observation 7ec3dad7-ef41-4a30-9919-bcc876b8f32d · outbound

This paper cites Flow matching for generative modeling,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Flow matching for generative modeling,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:14.285099Z

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Observation fbe88115-e341-4950-bd3f-e90f055a59e9 · outbound

This paper cites Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:10.583271Z

Source-reported events for the cited work

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Observation f9c77d8b-0246-4051-a7e4-d45db0f0135c · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 28

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Source-reported events for the cited work

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Observation 0a6d5771-71db-472b-82bb-92b006bdf3e7 · outbound

This paper cites Classifier-Free Diffusion Guidance.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Classifier-Free Diffusion Guidance

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:21:10.774097Z

Source-reported events for the cited work

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Observation 6763064e-4091-4233-8841-c78fdc0626aa · outbound

This paper cites Score-based generative modeling through stochas- tic differential equations,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Score-based generative modeling through stochas- tic differential equations,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:14.116228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9943b528-6d4d-4b51-9a29-6f2cf98a9b33 · outbound

This paper cites DPM-Solver: A fast ODE solver for diffusion probabilistic model sampling in around 10 steps,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion DPM-Solver: A fast ODE solver for diffusion probabilistic model sampling in around 10 steps,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:13.983818Z

Source-reported events for the cited work

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Observation 523944d1-a27b-4916-bfa7-6d27f49aa0ce · outbound

This paper cites Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:13.872434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e986f037-d254-4f90-ae00-b759ad7727fe · outbound

This paper cites Learning transferable visual models from natural language supervision,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Learning transferable visual models from natural language supervision,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:13.716985Z

Source-reported events for the cited work

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Observation 9cdd219a-716d-46a8-bdd4-f91de6dcc23d · outbound

This paper cites U-Net: Convolutional networks for biomedical image segmentation,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion U-Net: Convolutional networks for biomedical image segmentation,

Reference 34

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Observation 96918202-d1eb-4c71-8db5-fdef4e68f3a3 · outbound

This paper cites Denoising diffusion implicit models,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Denoising diffusion implicit models,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:13.437880Z

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Observation 9bda180c-d77b-43b2-a26f-7612f08fa36a · outbound

This paper cites Pseudo numerical methods for diffusion models on manifolds,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Pseudo numerical methods for diffusion models on manifolds,

Reference 36

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Source-reported events for the cited work

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Observation 2a330639-1401-4678-853c-985e8a1b624b · outbound

This paper cites AudioCaps: Generat- ing captions for audios in the wild,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion AudioCaps: Generat- ing captions for audios in the wild,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:13.304432Z

Source-reported events for the cited work

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Observation a975a37b-535a-496c-97cb-93161ad656b1 · outbound

This paper cites PANNs: Large-scale pretrained audio neural networks for audio pattern recognition,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion PANNs: Large-scale pretrained audio neural networks for audio pattern recognition,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:13.105140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f32bb52-1ab9-450c-b936-ce9cdc111e65 · outbound

This paper cites Diffusion models beat GANs on im- age synthesis,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Diffusion models beat GANs on im- age synthesis,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:12.950137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 95b6400c-3078-4e02-9dba-45955906ecd4 · outbound

This paper cites Universal sound separation with self-supervised audio masked autoencoder,.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Universal sound separation with self-supervised audio masked autoencoder,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:21:12.731719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35bd27e7-b1db-4ae1-8f9d-d0c34ea7aa96 · outbound

This paper cites SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer.

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:21:12.016943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 16b46a8c-60f9-4f40-b30b-ba41836a6fb7 · inbound