Luna-TTS Family Technical Report | Paper Citation Record

Observation e805ec3a-4354-44c9-8abb-983e9e7aaae1 · outbound

This paper cites SoundStream: An end- to-end neural audio codec.IEEE/ACM Transactions on Audio, Speech, and Language Processing, 30:495–507, 2022.

Luna-TTS Family Technical Report SoundStream: An end- to-end neural audio codec.IEEE/ACM Transactions on Audio, Speech, and Language Processing, 30:495–507, 2022

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.887133Z

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Observation f48e3008-64ad-4001-878c-7fd84a817a87 · outbound

This paper cites High Fidelity Neural Audio Compression.

Luna-TTS Family Technical Report High Fidelity Neural Audio Compression

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.893723Z

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Observation b9b46316-33a2-415e-9ff5-5d97a84632e4 · outbound

This paper cites High-fidelity audio compression with improved RVQGAN.

Luna-TTS Family Technical Report High-fidelity audio compression with improved RVQGAN

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.899526Z

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Observation f33112ad-8a97-4523-85de-78b437ba2705 · outbound

This paper cites Better speech synthesis through scaling.

Luna-TTS Family Technical Report Better speech synthesis through scaling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.905147Z

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Observation c3011b86-331d-4869-8ea6-355dcd2ef766 · outbound

This paper cites Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers.

Luna-TTS Family Technical Report Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.911049Z

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Observation ff403716-cafb-4b0e-a78e-9d0bb87ed7db · outbound

This paper cites Seed-TTS: A Family of High-Quality Versatile Speech Generation Models.

Luna-TTS Family Technical Report Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.916854Z

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Observation 389b2010-ca7c-484a-aee2-1dd823fad805 · outbound

This paper cites CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens.

Luna-TTS Family Technical Report CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.923060Z

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Observation bb718ee1-7cd7-4fd5-86e5-ee0a231c36f0 · outbound

This paper cites CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models.

Luna-TTS Family Technical Report CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.928185Z

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Observation 128799c2-0bda-4d2e-8bd3-85b2e53ae1d4 · outbound

This paper cites CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training.

Luna-TTS Family Technical Report CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.933442Z

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Observation 7dd17738-c6e4-496b-8b23-6700317c5213 · outbound

This paper cites MiniMax-Speech: Intrinsic Zero-Shot Text-to-Speech with a Learnable Speaker Encoder.

Luna-TTS Family Technical Report MiniMax-Speech: Intrinsic Zero-Shot Text-to-Speech with a Learnable Speaker Encoder

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.938990Z

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Observation a247d038-f48d-43b7-8843-9a0cabb861a1 · outbound

This paper cites Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis.

Luna-TTS Family Technical Report Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.944475Z

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Observation ba110c96-b42a-40f7-a287-93fc4fb0014a · outbound

This paper cites GLM-TTS technical report.arXiv preprint arXiv:2512.14291, 2025.

Luna-TTS Family Technical Report GLM-TTS technical report.arXiv preprint arXiv:2512.14291, 2025

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.949797Z

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Observation d7b2c8f1-4399-4437-a100-28f26ec637fc · outbound

This paper cites Qwen3-TTS Technical Report.

Luna-TTS Family Technical Report Qwen3-TTS Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.954815Z

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Observation a15fa500-ebc6-46ef-9891-7ce5705d6651 · outbound

This paper cites Qwen-Audio-3.0-TTS: Freely Controllable and Highly Robust Speech Synthesis with Multi-Stage Training Paradigm.

Luna-TTS Family Technical Report Qwen-Audio-3.0-TTS: Freely Controllable and Highly Robust Speech Synthesis with Multi-Stage Training Paradigm

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:40:26.847896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 87d36c2d-eb45-476c-8252-4cc375bc3c07 · outbound

This paper cites Fish audio S2 technical report.arXiv preprint arXiv:2603.08823, 2026.

Luna-TTS Family Technical Report Fish audio S2 technical report.arXiv preprint arXiv:2603.08823, 2026

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.965356Z

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Observation 89ad41b8-bb8e-48ea-bf2d-f69c172c8371 · outbound

This paper cites MOSS-TTS technical report.arXiv preprint arXiv:2603.18090, 2026.

Luna-TTS Family Technical Report MOSS-TTS technical report.arXiv preprint arXiv:2603.18090, 2026

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.970636Z

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Observation 2000ce91-14ae-4b79-9ae6-bb88bd612383 · outbound

This paper cites Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens.

Luna-TTS Family Technical Report Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.975736Z

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Observation 2a4a3f19-edd3-4042-8c13-52514f576082 · outbound

This paper cites IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech.

Luna-TTS Family Technical Report IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.981589Z

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Observation f801373a-e6a9-4e29-94d6-3317bd77ead8 · outbound

This paper cites FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications.

Luna-TTS Family Technical Report FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.987167Z

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Observation 5e314825-09b3-4d1b-a1b0-634f1246503e · outbound

This paper cites MiMo-Audio: Audio language models are few-shot learners.arXiv preprint arXiv:2512.23808, 2025.

Luna-TTS Family Technical Report MiMo-Audio: Audio language models are few-shot learners.arXiv preprint arXiv:2512.23808, 2025

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.993372Z

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Observation 2cb6cdce-fade-48dc-9163-1355ecf94a81 · outbound

This paper cites Step-Audio 2 Technical Report.

Luna-TTS Family Technical Report Step-Audio 2 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:24.998635Z

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Observation 667be8b7-5893-4834-8b1d-3296326292ab · outbound

This paper cites Simple and controllable music generation.

Luna-TTS Family Technical Report Simple and controllable music generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.004435Z

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Observation 8b86a200-3300-4270-be8d-5eb160fd1cf6 · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

Luna-TTS Family Technical Report Moshi: a speech-text foundation model for real-time dialogue

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.009906Z

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Observation 3d139120-1b51-46bd-9772-eb3b502008af · outbound

This paper cites DiSTAR: Diffusion over a scalable token autoregressive representation for speech generation.arXiv preprint arXiv:2510.12210, 2025.

Luna-TTS Family Technical Report DiSTAR: Diffusion over a scalable token autoregressive representation for speech generation.arXiv preprint arXiv:2510.12210, 2025

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.015753Z

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Observation 6aad38f3-6432-4f68-a72a-bb4cac0dfa31 · outbound

This paper cites an unresolved cited work.

Luna-TTS Family Technical Report Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.022798Z

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Observation 87fbe408-4a65-4dac-8110-c350f42be3cc · outbound

This paper cites V oicebox: Text-guided multilingual universal speech generation at scale.

Luna-TTS Family Technical Report V oicebox: Text-guided multilingual universal speech generation at scale

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.028068Z

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Observation 0db4ed6c-0757-4460-931c-660c015f3bec · outbound

This paper cites E2 TTS: Embarrassingly easy fully non-autoregressive zero-shot TTS.

Luna-TTS Family Technical Report E2 TTS: Embarrassingly easy fully non-autoregressive zero-shot TTS

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.033611Z

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Observation cd6fe3c4-7543-4c15-a2d8-0b290ccd39a4 · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

Luna-TTS Family Technical Report F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.039576Z

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Observation 0ea104cb-4681-4bef-8298-85341d3e443a · outbound

This paper cites SoundStorm: Efficient Parallel Audio Generation.

Luna-TTS Family Technical Report SoundStorm: Efficient Parallel Audio Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.044878Z

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Observation a46bc923-c6f9-4d8f-bd1d-9b285d13d33d · outbound

This paper cites NaturalSpeech 3: Zero-shot speech synthesis with factorized codec and diffusion models.

Luna-TTS Family Technical Report NaturalSpeech 3: Zero-shot speech synthesis with factorized codec and diffusion models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.051412Z

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Observation f26c9346-c6c8-4b2e-898f-b88d471880ba · outbound

This paper cites MaskGCT: Zero-shot text-to-speech with masked generative codec transformer.

Luna-TTS Family Technical Report MaskGCT: Zero-shot text-to-speech with masked generative codec transformer

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.056917Z

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Observation d2f22061-83bf-47ce-b889-d188dcf62b77 · outbound

This paper cites Johnson, Jonathan Ho, Daniel Tarlow, and Rianne van den Berg.

Luna-TTS Family Technical Report Johnson, Jonathan Ho, Daniel Tarlow, and Rianne van den Berg

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.732705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db57c669-3b5a-41b7-abd5-d0cd2eebf058 · outbound

This paper cites Discrete diffusion modeling by estimating the ratios of the data distribution.

Luna-TTS Family Technical Report Discrete diffusion modeling by estimating the ratios of the data distribution

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.067949Z

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Observation f8b29698-a3a1-485e-96de-583cf3fe2979 · outbound

This paper cites Chiu, Alexan- der Rush, and V olodymyr Kuleshov.

Luna-TTS Family Technical Report Chiu, Alexan- der Rush, and V olodymyr Kuleshov

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.697054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f40f2ebe-67dc-442b-86dc-4e313bfd3047 · outbound

This paper cites an unresolved cited work.

Luna-TTS Family Technical Report Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.079322Z

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Observation 2f13b8b3-cca3-43a4-b397-4f250a409bb6 · outbound

This paper cites Large Language Diffusion Models.

Luna-TTS Family Technical Report Large Language Diffusion Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.084430Z

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Observation bcfce8e3-3daf-40e2-89af-aa3f9aff2a39 · outbound

This paper cites Dream 7B: Diffusion Large Language Models.

Luna-TTS Family Technical Report Dream 7B: Diffusion Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.090799Z

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Observation 9202085e-1b06-4928-9a34-f94072035da1 · outbound

This paper cites Mercury: Ultra-Fast Language Models Based on Diffusion.

Luna-TTS Family Technical Report Mercury: Ultra-Fast Language Models Based on Diffusion

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.096604Z

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Observation 2fa27e5d-7ef2-41df-a20b-8e8ac16fec95 · outbound

This paper cites Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference.

Luna-TTS Family Technical Report Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.102291Z

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Observation f1b2993f-3e95-4249-abfd-acd88a730c93 · outbound

This paper cites LLaDA2.0: Scaling Up Diffusion Language Models to 100B.

Luna-TTS Family Technical Report LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.109186Z

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Observation 591840f3-f639-4be5-9501-f462409acf9d · outbound

This paper cites Chiu, Zhihan Yang, Zhixuan Qi, Jiaqi Han, Subham Sekhar Sahoo, and V olodymyr Kuleshov.

Luna-TTS Family Technical Report Chiu, Zhihan Yang, Zhixuan Qi, Jiaqi Han, Subham Sekhar Sahoo, and V olodymyr Kuleshov

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.665634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 478ede88-ccb1-4661-8c2b-af6f3ed851d8 · outbound

This paper cites Scaling diffusion language models via adaptation from autoregressive models.

Luna-TTS Family Technical Report Scaling diffusion language models via adaptation from autoregressive models

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.646767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation afe55eeb-5f63-4f55-a599-22f2c2063eb6 · outbound

This paper cites Fast-dLLM v2: Efficient block-diffusion LLM.

Luna-TTS Family Technical Report Fast-dLLM v2: Efficient block-diffusion LLM

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.128873Z

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Observation 00a6024b-3379-447b-966e-e8aef4bcf578 · outbound

This paper cites Sequential diffusion language models.arXiv preprint arXiv:2509.24007, 2025.

Luna-TTS Family Technical Report Sequential diffusion language models.arXiv preprint arXiv:2509.24007, 2025

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.134673Z

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Observation 78e4914f-fb63-468c-98b7-979a34a62d7c · outbound

This paper cites StepAudio 2.5 Technical Report.

Luna-TTS Family Technical Report StepAudio 2.5 Technical Report

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.139841Z

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Observation 57f94976-6046-443a-b9c1-dc5fdd30c87c · outbound

This paper cites LLaDA-TTS: Unifying speech synthesis and zero-shot editing via masked diffusion modeling.arXiv preprint arXiv:2603.26364, 2026.

Luna-TTS Family Technical Report LLaDA-TTS: Unifying speech synthesis and zero-shot editing via masked diffusion modeling.arXiv preprint arXiv:2603.26364, 2026

Reference 46

Resolution: verified exact; raw_fallback, observed 2026-08-16T00:40:26.111805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e81d885d-e5f5-41b9-a2d9-4d7891f9e834 · outbound

This paper cites DiffuSpeech: Silent thought, spoken answer via unified speech- text diffusion.arXiv preprint arXiv:2601.22889, 2026.

Luna-TTS Family Technical Report DiffuSpeech: Silent thought, spoken answer via unified speech- text diffusion.arXiv preprint arXiv:2601.22889, 2026

Reference 47

Resolution: verified exact; raw_fallback, observed 2026-08-16T00:40:26.028258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 98a5f179-4fed-4619-8621-08280873dec0 · outbound

This paper cites OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models.

Luna-TTS Family Technical Report OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.155751Z

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Unavailable: canonical work link unavailable.

Observation 490026c5-ac1c-4f97-aabd-7304ef8c2fe2 · outbound

This paper cites Chatterbox-Flash: Prior-Calibrated Block Diffusion for Streaming Zero-Shot TTS.

Luna-TTS Family Technical Report Chatterbox-Flash: Prior-Calibrated Block Diffusion for Streaming Zero-Shot TTS

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:40:25.918892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 074360d6-8526-4c92-93be-bb04c4490469 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Luna-TTS Family Technical Report DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.166914Z

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Observation 52cc8349-ac76-42dd-98c5-46cec00de6c5 · outbound

This paper cites V oxCPM: Tokenizer-free TTS for context-aware speech genera- tion and true-to-life voice cloning.arXiv preprint arXiv:2509.24650, 2025.

Luna-TTS Family Technical Report V oxCPM: Tokenizer-free TTS for context-aware speech genera- tion and true-to-life voice cloning.arXiv preprint arXiv:2509.24650, 2025

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.171837Z

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Observation e2a714f9-8a76-4278-8760-ee261ec3b95d · outbound

This paper cites Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model.

Luna-TTS Family Technical Report Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.177667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cebe932-f49a-4378-a694-f4ee21a69bcf · outbound

This paper cites SpeechTokenizer: Unified speech tokenizer for speech large language models.

Luna-TTS Family Technical Report SpeechTokenizer: Unified speech tokenizer for speech large language models

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.628956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 62de1417-535f-44f5-94d1-18ef2f47568b · outbound

This paper cites WavLM: Large-scale self-supervised pre-training for full stack speech processing.

Luna-TTS Family Technical Report WavLM: Large-scale self-supervised pre-training for full stack speech processing

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.609658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 388b7fb9-1796-4bd3-8956-e651984f2b11 · outbound

This paper cites HiFi-GAN: Generative adversarial networks for efficient and high fidelity speech synthesis.

Luna-TTS Family Technical Report HiFi-GAN: Generative adversarial networks for efficient and high fidelity speech synthesis

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.589174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 631bdc40-d89e-4ac7-ace5-31312e8b7fcb · outbound

This paper cites BigVGAN: A universal neural vocoder with large-scale training.

Luna-TTS Family Technical Report BigVGAN: A universal neural vocoder with large-scale training

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.569169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0755c884-03f5-45b1-9f02-8b01ec36648c · outbound

This paper cites Higgs audio v2: Text-audio foundation model.https://github.com/boson-ai/higgs-audio,.

Luna-TTS Family Technical Report Higgs audio v2: Text-audio foundation model.https://github.com/boson-ai/higgs-audio,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.550652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d7044a85-bfc2-423a-bb0e-0912c153731b · outbound

This paper cites an unresolved cited work.

Luna-TTS Family Technical Report Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.215711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9d5a483-a2bb-4c5e-ac72-000429ec4f77 · outbound

This paper cites d1: Scaling reasoning in diffusion large language models via reinforcement learning.

Luna-TTS Family Technical Report d1: Scaling reasoning in diffusion large language models via reinforcement learning

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.491484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c172714-8c34-47fd-92c7-c7b975bc6b45 · outbound

This paper cites Training dif- fusion models with reinforcement learning.

Luna-TTS Family Technical Report Training dif- fusion models with reinforcement learning

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.471220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 16a08523-06b5-4c92-9199-b4ca8ba1e95a · outbound

This paper cites Mask-Aware Policy Gradients for Diffusion Language Models.

Luna-TTS Family Technical Report Mask-Aware Policy Gradients for Diffusion Language Models

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:40:25.729606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a7022029-a0c2-4541-bc6a-ee6b96531f1c · outbound

This paper cites Classifier-Free Diffusion Guidance.

Luna-TTS Family Technical Report Classifier-Free Diffusion Guidance

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.237713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0999b830-8486-4a30-aef6-9956eb221776 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Luna-TTS Family Technical Report Proximal Policy Optimization Algorithms

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.245620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72562f2b-97a4-47bd-9f3e-7245ec759b31 · outbound

This paper cites vLLM-Omni: Fully disaggregated serving for any-to-any multimodal models.arXiv preprint arXiv:2602.02204, 2026.

Luna-TTS Family Technical Report vLLM-Omni: Fully disaggregated serving for any-to-any multimodal models.arXiv preprint arXiv:2602.02204, 2026

Reference 64

Resolution: verified exact; doi, observed 2026-08-16T00:40:25.663788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3cb0fd2-0409-4b35-a793-3ff3247fa28c · outbound

This paper cites Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling.

Luna-TTS Family Technical Report Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.256850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9b42b5c-8d5f-42b7-b6cc-28bd80a5fdf0 · outbound

This paper cites ZipVoice: Fast and High-Quality Zero-Shot Text-to-Speech with Flow Matching.

Luna-TTS Family Technical Report ZipVoice: Fast and High-Quality Zero-Shot Text-to-Speech with Flow Matching

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.263064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3383c818-eeea-462f-92cd-7b1c7f92a210 · outbound

This paper cites V oxCPM2: Production deployment and inference performance.https://github.com/OpenBMB/ VoxCPM, 2026.

Luna-TTS Family Technical Report V oxCPM2: Production deployment and inference performance.https://github.com/OpenBMB/ VoxCPM, 2026

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.451743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d7d53a26-e462-4c9b-8a31-43f6f3272ed7 · outbound

This paper cites Spark-TTS: Nvidia triton inference serving.https://github.com/SparkAudio/Spark-TTS,.

Luna-TTS Family Technical Report Spark-TTS: Nvidia triton inference serving.https://github.com/SparkAudio/Spark-TTS,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.433402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 14636bfa-2c68-48a3-859d-dde1e4b205a2 · outbound

This paper cites SGLang-Omni: High-performance multi-stage pipeline framework for omni models.https: //github.com/sgl-project/sglang-omni, 2026.

Luna-TTS Family Technical Report SGLang-Omni: High-performance multi-stage pipeline framework for omni models.https: //github.com/sgl-project/sglang-omni, 2026

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.393547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6b387dc5-d8fc-4366-a29e-eb98ee7771d1 · outbound

This paper cites an unresolved cited work.

Luna-TTS Family Technical Report Unresolved cited work

Reference 70

Resolution: parse uncertain; raw_fallback, observed 2026-08-16T00:40:27.413198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ef6be5de-06d9-48ce-a62c-9e32788f4257 · outbound

This paper cites Models: Eleven flash v2.5.https://elevenlabs.io/docs/overview/models, 2026.

Luna-TTS Family Technical Report Models: Eleven flash v2.5.https://elevenlabs.io/docs/overview/models, 2026

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.353717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ef907eb4-eeed-4b26-914e-d23be500c154 · outbound

This paper cites Sonic 3.5 self-hosted hardware selection and latency.https://docs.cartesia.ai/self-hosted/ hardware-selection, 2026.

Luna-TTS Family Technical Report Sonic 3.5 self-hosted hardware selection and latency.https://docs.cartesia.ai/self-hosted/ hardware-selection, 2026

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.374753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6a673219-f2fd-4fbb-8ab4-cfdbd7c31cff · outbound

This paper cites Text-to-speech models: Play 3.0 mini.https://docs.play.ht/reference/models, 2026.

Luna-TTS Family Technical Report Text-to-speech models: Play 3.0 mini.https://docs.play.ht/reference/models, 2026

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.316937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7acea1b9-de6a-498d-98b7-e44b577c018d · outbound

This paper cites Text-to-speech: Octave 2.https://dev.hume.ai/docs/text-to-speech-tts/overview, 2026.

Luna-TTS Family Technical Report Text-to-speech: Octave 2.https://dev.hume.ai/docs/text-to-speech-tts/overview, 2026

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.335785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 68e7dfd8-0b84-44cb-8346-d900beb3e6e8 · outbound

This paper cites Vibevoice-realtime: Real-time streaming text-to-speech.https://github.com/microsoft/ VibeVoice, 2025.

Luna-TTS Family Technical Report Vibevoice-realtime: Real-time streaming text-to-speech.https://github.com/microsoft/ VibeVoice, 2025

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.275358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e9c7d253-39f1-4494-855e-a0960c789a68 · outbound

This paper cites Aura-2 text-to-speech performance.https://developers.deepgram.com/changelog/2025/5/ 14, 2025.

Luna-TTS Family Technical Report Aura-2 text-to-speech performance.https://developers.deepgram.com/changelog/2025/5/ 14, 2025

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.296430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 00097372-654a-40da-b6a6-9e9f4c095d87 · outbound

This paper cites MiniMax Speech-2.8.https://www.minimax-speech.com/, 2026.

Luna-TTS Family Technical Report MiniMax Speech-2.8.https://www.minimax-speech.com/, 2026

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.254329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1ae9d38f-119e-42f2-afe5-0c9ec74fcc97 · outbound

This paper cites VoxCPM2 Technical Report.

Luna-TTS Family Technical Report VoxCPM2 Technical Report

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.328324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60999807-8c61-4f19-8227-1ddfcbf47fa4 · outbound

This paper cites Introducing S2.1 Pro: Our most expressive TTS model yet.https://fish.audio/blog/ s2-1-pro-free-api/, 2026.

Luna-TTS Family Technical Report Introducing S2.1 Pro: Our most expressive TTS model yet.https://fish.audio/blog/ s2-1-pro-free-api/, 2026

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.207515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f7499e1e-025f-4953-b3d0-1b59187a9342 · outbound

This paper cites Eleven v3.https://elevenlabs.io/v3, 2026.

Luna-TTS Family Technical Report Eleven v3.https://elevenlabs.io/v3, 2026

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.232812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8ae3aca2-7477-40ff-bb5e-fe526ba8a6d2 · outbound

This paper cites NVBench: A Benchmark for Speech Synthesis with Non-Verbal Vocalizations.

Luna-TTS Family Technical Report NVBench: A Benchmark for Speech Synthesis with Non-Verbal Vocalizations

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.353780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 222b54e8-2444-4ee5-8629-f2ba24accbf7 · outbound

This paper cites NV-Bench: Benchmark of nonverbal vocalization synthesis for expressive text-to-speech generation.arXiv preprint arXiv:2603.15352, 2026.

Luna-TTS Family Technical Report NV-Bench: Benchmark of nonverbal vocalization synthesis for expressive text-to-speech generation.arXiv preprint arXiv:2603.15352, 2026

Reference 82

Resolution: verified exact; doi, observed 2026-08-16T00:40:25.552584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 595aedc9-407e-4208-9e46-087b510c01d4 · outbound

This paper cites Emotional voice conversion: Theory, databases and ESD.

Luna-TTS Family Technical Report Emotional voice conversion: Theory, databases and ESD

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.364583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79e1c23a-6dec-4b28-a9fc-31e0ec34b4d5 · outbound

This paper cites Gemini 3.1 Pro model card.https://deepmind.google/models/model-cards/ gemini-3-1-pro/, 2026.

Luna-TTS Family Technical Report Gemini 3.1 Pro model card.https://deepmind.google/models/model-cards/ gemini-3-1-pro/, 2026

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:40:27.179821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1cf04fc3-8cda-4216-8d6e-27e1447869d4 · outbound

This paper cites an unresolved cited work.

Luna-TTS Family Technical Report Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:40:27.157862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5d6aec85-664d-4bec-924d-c85b29137d5b · outbound

This paper cites emotion2vec: Self-supervised pre-training for speech emotion representation.

Luna-TTS Family Technical Report emotion2vec: Self-supervised pre-training for speech emotion representation

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-16T00:40:25.369872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d3bf61-c75d-4e0c-8bc0-956f843c7efb · outbound

This paper cites MINT-Bench: A Comprehensive Multilingual Benchmark for Instruction-Following Text-to-Speech.

Luna-TTS Family Technical Report MINT-Bench: A Comprehensive Multilingual Benchmark for Instruction-Following Text-to-Speech

Reference 88

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:40:25.756497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 31f381b5-43a6-427e-b071-63a78a11a2c6 · outbound

This paper cites an unresolved cited work.

Luna-TTS Family Technical Report Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:40:27.529429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers