Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T06:06:41.348728Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 100 of 128 outbound references and 63 inbound Pith citation observations for arXiv:2410.06885.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T06:06:41.348728Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T06:04:29.398373Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-08T18:15:21.415875Z
100 of 128 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 184cfbaf-e39d-48c6-83f9-6f6eff009aea · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 382fd074-effa-4c31-9af4-e448e24c724a · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching International Conference on Machine Learning , pages=
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e4fc6877-2055-4306-bbe2-c7caf6cbca81 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Advances in Neural Information Processing Systems , volume=
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8abdeed1-e280-44ca-a245-f800b747dad0 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e917f49c-d9aa-40ee-8f05-c23cacc64b03 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching 2023 , organization=
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 056f0b72-4f3f-4b58-8495-87fd015192c8 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2cb7ccd3-b14c-44fa-ac05-21b2498c54ec · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7dfcc645-cf50-47d9-ba3c-7cdca229eb9e · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching 2011 IEEE international conference on acoustics, speech and signal processing (ICASSP) , pages=
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 17cf1d67-ab72-411a-88a0-2b24f112b430 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching International conference on machine learning , pages=
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 39698f26-7f55-4daf-a145-f8b823fab942 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Libri-light: A benchmark for
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 135f4a0e-01c2-4d0f-b501-ced8e810d3a4 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cfe835e8-e1b0-420e-a0b4-e39d268909fb · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 49df7fdf-d8d3-4516-89cc-b724c44ebe24 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7e59a5f8-bd05-402d-ab2c-8d32986d0b71 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e074e560-a14d-4148-80f0-018200c97e26 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f084290c-b028-468b-a07a-085dc9dee7af · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fa4cbe13-13c7-4969-9e93-c12ef1895dea · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Librispeech: an
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b71c7846-79c1-4cf1-b29a-bf15c7334010 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Didispeech: A large scale
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 45b01911-5853-436d-8bf3-93e61038a9ab · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 62dce785-d519-44eb-8282-43ff8a5411dc · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Biometrika , volume=
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ae940ce3-e756-42e4-8b3a-a1ec40ed3592 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Neurocomputing , volume=
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 37f607f3-44bf-462c-92b5-4a4dca306cca · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e15fe887-ef0e-40cb-9282-9abb977f74b5 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching 2024 , organization=
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 05122b77-7a9b-4555-93ce-0af5007b8c7a · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 770432b2-838d-4cdf-803b-9fc64a7b259d · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 138b71b1-ec08-46f3-80cf-9f2b003aa636 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 31ef130b-2706-4813-829b-00db111ff3aa · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Advances in neural information processing systems , volume=
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 26ef8c1e-1280-469b-8d4b-4c349aea037b · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0d87d880-78a0-4a57-8e8e-9750f59de282 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Understanding diffusion objectives as the
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 411ac7fa-a3e5-430c-8ea6-16f88d4466dc · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 82fbe785-5f99-4d63-9918-b609b8e65531 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching 2023 , organization=
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2f06da8a-d704-4014-94e6-3a8e4d9f3db4 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d194696d-76e5-4924-b7a8-606dc2911204 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0bcea5b8-4d79-4284-a15f-dff3fff7690e · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 92ff2a18-647b-443b-815b-43bc75fab998 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 020b22f3-fab8-4e07-a8f2-38449abeea6d · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 16c00806-af5b-4d14-b8ef-94440a3eac18 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 26fcc227-5de7-4684-9e4b-5c7e426ab52e · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a8ca92a8-3162-4f1d-b98f-8b6e6dd9887b · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Advances in neural information processing systems , volume=
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6761d9de-d2c6-434a-beca-def5d7147d96 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f2809e8c-20f6-40f2-9dc5-5c41d97b3318 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 83a51553-10c6-42cf-8c5d-aa8583ff4597 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a16b1765-db14-4c51-b69d-5dae4b513d03 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ec2f71ab-6c37-47e2-b0a6-a1cc055b37aa · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 00f85ccd-5fa9-412d-9468-55b2ddff56ab · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Advances in neural information processing systems , volume=
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8cddbb06-1171-4eae-a20b-53a99ecf5a04 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e5b8928c-0cf0-4d15-92ce-8aed9ad4c250 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching International Conference on Machine Learning , pages=
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aa1bd310-0371-41ee-b7c9-6b4a5968e9d9 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8c546d79-2c3b-48b3-bbff-1a5dc384d6b6 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d95f7b5e-f10c-4fc4-b773-84ef826e13d4 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching International Conference on Machine Learning , pages=
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ff238eba-802b-4d79-90ec-d0a0f4004ea4 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Proceedings of the AAAI conference on artificial intelligence , volume=
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b4f434d5-f068-4806-98d4-9ecfd0cf3bd2 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching IEEE Transactions on Pattern Analysis and Machine Intelligence , year=
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6000b29f-4584-435c-9497-184926710ea2 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Seed-TTS: A Family of High-Quality Versatile Speech Generation Models
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0193b1ef-cf8c-4438-bfde-1bb999c3fee4 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Common Voice: A Massively-Multilingual Speech Corpus
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a50f5152-1a8d-4454-8575-9085bb31d957 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bd46321d-de84-432d-9afc-2b9df90a991f · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching dMel: Speech Tokenization made Simple
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8392d6dd-47e2-4862-9973-e4996aab7dcb · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 73616e53-bf2f-45a7-b1ba-18f39d2029b0 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 251b1e65-964d-4550-9ac4-6742880289fb · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 990c6a6c-abb9-401e-b739-6751c5e2b797 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6540a55b-bd22-4fc7-a56c-1406a6e6ec8e · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching High Fidelity Neural Audio Compression
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d0dfb163-bede-4b44-acf5-25899bfda549 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0e2b1200-720a-4f80-9466-db9ffa8ffb45 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3593ad95-210e-44da-9a38-a0c5fac028af · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f9b72dbf-3421-4be2-88ea-9ebd7141c765 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching E2 TTS: Embarrassingly Easy Fully Non-Autoregressive Zero-Shot TTS
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 76e26e0e-c924-4807-a742-e30414002df5 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 55cffd1f-1a25-4931-86e6-90ce62e2b721 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching FLUX that Plays Music
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 39e0d087-6075-4aad-beaa-316ec414676f · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 95
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f19d96cf-cee9-4b9d-a175-f7cc473c622b · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching FunASR: A Fundamental End-to-End Speech Recognition Toolkit
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d20dfc8c-8fda-41d8-81f3-2483d87ab40e · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d842a766-2845-4756-8cb9-753c6aa29881 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 98
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5dc1fe4d-63f6-412b-88ee-90cb657f3cde · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 99
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 50e7f70c-2504-4599-a672-a57d5f920719 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0847645e-1357-4457-be39-54962b7a6d8c · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation
Reference 101
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 90f4b4a3-c070-4b6e-a7af-7c7cb611bbc9 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 102
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 566aa25a-8a79-4cf7-a0bc-13dd147b3e14 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Classifier-Free Diffusion Guidance
Reference 103
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f32a933f-30a4-4a78-922c-264139a17116 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 104
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ebbb30ca-95a3-4d9e-a81a-06451c8c585b · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 105
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8d16dd5c-9eaf-459a-abd1-6dc409c68dfe · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
Reference 106
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f73d03f8-4924-44a8-8e3b-917d82665098 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 107
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 62abbae3-ad0e-4124-8f4f-33644ca81839 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 108
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5bf03bf3-f29d-4228-b0d0-20fa8b84e7f8 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 109
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 81efa80b-8c0e-4e10-9ea8-69379bd77a1c · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 110
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 029a410c-f93a-49be-80d4-6883e245f025 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 111
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 61509622-b74e-468f-990e-15b303224801 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 112
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4d3017f8-b17b-4dea-b9e5-562add6d2a9a · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 113
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation de99c861-4fa9-4af9-b871-0aa3d7d9c1e7 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors
Reference 114
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2739dbb6-bbdd-4204-ada2-6c2aa237b80e · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching BigVGAN: A Universal Neural Vocoder with Large-Scale Training
Reference 115
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0ed13fdd-c2d6-4ba0-a0fe-e40d3e846436 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 116
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 125ddf1a-becc-4768-b27d-ad19755f2a1c · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Autoregressive Image Generation without Vector Quantization
Reference 117
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 331e86a3-f3da-4ae3-9738-c8e8b7bd7894 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Flow Matching for Generative Modeling
Reference 118
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a37e1d39-7169-43b7-b78e-807172d6bac5 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Autoregressive Diffusion Transformer for Text-to-Speech Synthesis
Reference 119
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 75cd1411-76c2-4917-a511-a2d538ac4d89 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching E1 TTS: Simple and Fast Non-Autoregressive TTS
Reference 120
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0f0822c1-aaa1-42e3-9779-3c74a398ece2 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 121
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c01e52fb-c86c-41d3-9724-b39fa8213131 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Decoupled Weight Decay Regularization
Reference 122
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 138ad91b-1082-4925-afe0-dcdaae9df868 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching WenetSpeech4TTS: A 12,800-hour Mandarin TTS Corpus for Large Speech Generation Model Benchmark
Reference 123
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 75a063f3-3f23-413c-ab19-d24643d01d78 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 124
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5c4f6778-c367-4528-9c16-244c161e9833 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Unresolved cited work
Reference 125
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e06e1dfd-3074-4fde-a7d2-ea6c240bb9b7 · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching Autoregressive Speech Synthesis without Vector Quantization
Reference 126
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1686f71e-2a9a-4f76-b18f-d723e9cd13db · outbound
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching NDVQ: Robust Neural Audio Codec with Normal Distribution-Based Vector Quantization
Reference 127
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6c87e634-1e3f-4c4c-abf6-a5802d28e46d · inbound
CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6c6c408e-c345-4eb9-acb5-498095597e23 · inbound
CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 79a70a04-4116-494e-9f57-3e4dbf87a9df · inbound
ZipVoice-Dialog: Non-Autoregressive Spoken Dialogue Generation with Flow Matching F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a9f25310-eeaf-42b5-a2f9-e18080661d87 · inbound
AudioGen-Omni: A Unified Multimodal Diffusion Transformer for Video-Synchronized Audio, Speech, and Song Generation F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68fb7631-fa48-4740-92ed-bf2752351d82 · inbound
REF-VC: Robust, Expressive and Fast Zero-Shot Voice Conversion with Diffusion Transformers F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a296521a-1a36-4701-984e-94ed130ce88a · inbound
Transient Noise Removal via Diffusion-based Speech Inpainting F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a8a0fbf-90ba-4799-b43e-99a25a9b2dc5 · inbound
ProMode: A Speech Prosody Model Conditioned on Acoustic and Textual Inputs F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 745110e8-993f-4339-8a4b-51e03547cfbb · inbound
CLEAR: Continuous Latent Autoregressive Modeling for High-quality and Low-latency Speech Synthesis F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c30e0ee2-aebe-45ec-8876-4811e67e03ed · inbound
DRASP: A Dual-Resolution Attentive Statistics Pooling Framework for Automatic MOS Prediction F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc062fb2-9d13-477c-897c-c469a86beab9 · inbound
FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a78d0d3-ffe7-4e6b-ace3-6a0c7ed7d7a9 · inbound
Computational Narrative Understanding for Expressive Text-to-Speech F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7a4f428d-ff2b-48bb-8435-8c428573856f · inbound
DiFlow-TTS: Compact and Low-Latency Zero-Shot Text-to-Speech with Discrete Flow Matching F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed3f9ca8-e5be-4851-8410-9a44505abc26 · inbound
DiTReducio: A Training-Free Acceleration for DiT-Based TTS via Progressive Calibration F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8abe8bc2-12fa-4844-b473-5600f0f41221 · inbound
Length-Aware Rotary Position Embedding for Text-Speech Alignment F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f640102-5e34-46e4-8537-08aaf241db06 · inbound
OLaPh: Optimal Language Phonemizer F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 33ab5622-c8eb-4cf2-a821-eedc99c37674 · inbound
UniVoice: Unifying Autoregressive ASR and Flow-Matching based TTS with Large Language Models F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 625e4c1e-9328-459d-a0f0-3e4a73d85bb5 · inbound
EchoFake: A Replay-Aware Dataset for Practical Speech Deepfake Detection F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6802849f-fdff-40e8-99d3-261260535888 · inbound
Qwen3-TTS Technical Report F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4f30ab23-c136-4ca9-a2b3-42d2b2e93d6e · inbound
DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 28100a7f-b896-488a-9ba6-cfc2b263102e · inbound
Momentum Guidance: Plug-and-Play Guidance for Flow Models F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37f5b00f-d071-43bc-a879-d03417914af0 · inbound
OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fa5d5a27-28a4-4ba2-85c8-85e6b23575d1 · inbound
Evaluating Generalization and Robustness in Russian Anti-Spoofing: The RuASD Initiative F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bf142335-2d34-4897-b53f-351548ac5e5b · inbound
CapTalk: Unified Voice Design for Single-Utterance and Dialogue Speech Generation F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 95ab61d6-9068-438f-ac13-cf519b90c0db · inbound
ActorMind: Emulating Human Actor Reasoning for Speech Role-Playing F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fddd77c5-97cf-4285-a811-33f2c59fbeef · inbound
CoSyncDiT: Cognitive Synchronous Diffusion Transformer for Movie Dubbing F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 31716ffd-6c08-48dd-8ef0-3fc45e234fff · inbound
ProSDD: Learning Prosodic Representations for Speech Deepfake Detection against Expressive and Emotional Attacks F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 44a8a20f-d1f7-4db4-8ac0-a524fcd1c024 · inbound
ATRIE: Adaptive Tuning for Robust Inference and Emotion in Persona-Driven Speech Synthesis F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 66f91db6-cd7d-4f8c-b658-9046eec7917c · inbound
MAGIC-TTS: Fine-Grained Controllable Speech Synthesis with Explicit Local Duration and Pause Control F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5efca61d-fc14-483f-a8a5-b570aff7a329 · inbound
Preferences of a Voice-First Nation: Large-Scale Pairwise Evaluation and Preference Analysis for TTS in Indian Languages F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7d49c06d-cd33-45e5-b390-cde1a62975b1 · inbound
UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3f88102a-d3f8-4e2b-bea1-dc1833fd02e2 · inbound
Praxy Voice: Voice-Prompt Recovery + BUPS for Commercial-Class Indic TTS from a Frozen Non-Indic Base at Zero Commercial-Training-Data Cost F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 26b8b0d4-5e92-495c-87f2-f791f2106e7d · inbound
Voice Mapping of Text-to-Speech Systems: A Metric-Based Approach for Voice Quality Assessment F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1ea04f1a-b303-4ce7-81a4-4590c918ac7c · inbound
Tibetan-TTS:Low-Resource Tibetan Speech Synthesis with Large Model Adaptation F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e09260d3-9114-4559-bf35-bcfada59cc96 · inbound
Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ffe31654-4602-4adc-97d5-69d55aef05a1 · inbound
Poly-SVC: Polyphony-Aware Singing Voice Conversion with Harmonic Modeling F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7db77c5a-aa51-45d0-ac6d-f6fc51618eb5 · inbound
Break-the-Beat! Controllable MIDI-to-Drum Audio Synthesis F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cc24fda1-0762-4c78-853a-83af54cecc58 · inbound
Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c1ba00f5-d7b0-4a96-86ff-54f2c60366c4 · inbound
Natural Yet Challenging to Detect: Robust In-the-Wild TTS through EMA and Dual-Scoring Prompt Selection -- Submission for WildSpoof 2026 TTS Track F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c5733c39-a634-47a8-8395-b5968f033f06 · inbound
FC-TTS: Style and Timbre Control in Zero-Shot Text-to-Speech with Disentangled Speech Representations F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 04100367-437a-4eaf-a515-afbc032ae967 · inbound
SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fca80790-ff8d-46e6-bd37-84b3b2c5517b · inbound
Local Diagnostics of Continuous Normalizing Flow for Out-of-Distribution Detection F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ca2cf036-900e-4586-a4fc-d868ea73ac25 · inbound
Local Diagnostics of Continuous Normalizing Flow for Out-of-Distribution Detection F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation baa741de-c517-4131-a48f-adffa0ecc70d · inbound
GLASS: GRPO-Trained LoRA for Acoustic Style Steering in Zero-Shot Text-to-Speech F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 594969c4-8b0c-4670-b72f-172c0f77fe7b · inbound
FlashTTS: Fast Streaming TTS with MTP Acceleration and X-pred Mean Flow Distillation F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0210a7e3-3fac-4255-bc50-7475f8cbaa51 · inbound
End-to-End Training for Discrete Token LLM based TTS System F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bee5dda8-50fc-4493-a0e4-8f8a1d89b6bc · inbound
Reference-Driven Multi-Speaker Audio Scene Generation from In-the-Wild Priors F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 645a0c5e-e4ef-406a-aefd-704cbcf3ac60 · inbound
The Watermark Shortcut: How Provenance Marking Sabotages Audio Deepfake Detection F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e71f793e-d49b-4a8e-84e3-8902340d7684 · inbound
A Survey of Automated Presentation Coaching: Systems, Methods, and Open Challenges F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4333c2d-f6ed-498b-b44d-d4806be4ead3 · inbound
MeloDISinger: Melody-Aware & Duration-Preserving Singing Voice Editing with Audio Infilling F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 86df8d3d-97bb-4123-871d-8241dbcddc23 · inbound
FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 206
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d806db55-8911-4940-b939-33017a980de0 · inbound
SPARCLE: SPeaker-aware Aligned Representations via Contrastive Language Embeddings F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 894c7ba6-3a9b-4448-adf4-85d4262a94f7 · inbound
GRAFT: Grafted Reference Audio for Fine-grained Pronunciation in Zero-shot Text-to-Speech F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d34f0f4-396a-4ccd-aeda-d7cc5a1d7f0a · inbound
DETECT-3B-Omni is Agnostic of Content and Demographics F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d387887-6bbb-4190-8ccb-1624c7f6a54b · inbound
Unified Audio Intelligence Without Regressing on Text Intelligence F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 226
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5d07cda7-e665-4a31-bcdb-218d6e89ce22 · inbound
Unified Audio Intelligence Without Regressing on Text Intelligence F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 226
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b412697a-b251-4b4a-b94f-6f3556a123e7 · inbound
BlueMagpie-TTS: A Token-Efficient Tokenizer, Language Model, and TTS for Taiwanese-Accent Code-Switching Speech F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c71bf561-fdf8-43ae-9893-d5f3ed4cb1e2 · inbound
ReGen: Hierarchical Multi-Prompt Representation Generation for Efficient Waveform Diffusion Models F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5552ee31-eff9-4fb4-b7d4-e900b9788094 · inbound
Staged Depth-Pruning Distillation of a Flow-Matching Text-to-Speech Teacher: A Compact Hindi Speech Synthesizer F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 559dbbb9-104c-4d86-b497-679ab7fe43a6 · inbound
StellarTTS: Sparse Temporal Embedding for Low-Latency and Robust Speech Synthesis F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a17ef54d-5c2e-4f32-b7b6-52593258209a · inbound
Qwen-Audio-3.0-TTS: Freely Controllable and Highly Robust Speech Synthesis with Multi-Stage Training Paradigm F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 599d5572-5398-415a-9896-66d7c5a80a71 · inbound
DLLM-TTS: Block Discrete Diffusion Language Model for Text-to-Speech Synthesis F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22b08551-8d3f-4c2b-b52d-d8db65fe5228 · inbound
Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ebdeb05-2734-4491-b463-0b8deb33a428 · inbound
SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.