Paper Citation Record · LEDGER

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

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 100 inbound Pith citation observations for arXiv:2406.02430.

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

pith.paper-citation-record.v1
2406.02430 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T12:26:37.300599Z

measured 145 of 145 standing notices

One-hop event checks from named stored sources.

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

measured 100 of 131 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:23:15.641196Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

45 of 45 outbound references displayed

verified exact35
verified fuzzy7
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

5
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 4756c9b5-0052-4463-b6c7-7f5322bf9b4c · outbound

This paper cites Streaming voice conversion via intermediate bottleneck features and non-streaming teacher guidance.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Streaming voice conversion via intermediate bottleneck features and non-streaming teacher guidance

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T12:26:37.509092Z

Source-reported events for the cited work

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

Observation 7a3c3035-377d-4058-b211-d959de06cbb1 · outbound

This paper cites StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.331901Z

Source-reported events for the cited work

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

Observation e2f60dc4-b155-4d77-ad62-d3f221336643 · outbound

This paper cites BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.337799Z

Source-reported events for the cited work

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

Observation 53c5908d-2c1c-4b39-8fe2-588f9940ae35 · outbound

This paper cites Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive Bias.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive Bias

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.342857Z

Source-reported events for the cited work

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

Observation 006c7288-10a0-4add-ba1c-330ff6c2651a · outbound

This paper cites Deep Reinforcement Learning: An Overview.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Deep Reinforcement Learning: An Overview

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.347675Z

Source-reported events for the cited work

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

Observation 979bebc8-0d3e-45fd-8ca7-22bb17eac15d · outbound

This paper cites Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T12:26:37.352136Z

Source-reported events for the cited work

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

Observation 644271db-4c5d-4826-9649-6a0f66576348 · outbound

This paper cites ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.358488Z

Source-reported events for the cited work

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

Observation 1d4b87f3-9a05-4801-bdb4-14a32e18b6dc · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models LLaMA: Open and Efficient Foundation Language Models

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T12:26:37.364028Z

Source-reported events for the cited work

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

Observation 36c79e26-f01d-4b1e-954a-a6c8070fc732 · outbound

This paper cites Better speech synthesis through scaling.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Better speech synthesis through scaling

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.369560Z

Source-reported events for the cited work

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

Observation d23726c2-113b-44f4-aa51-28e4166d5cf8 · outbound

This paper cites BigVGAN: A Universal Neural Vocoder with Large-Scale Training.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models BigVGAN: A Universal Neural Vocoder with Large-Scale Training

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.374042Z

Source-reported events for the cited work

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

Observation 0441f097-3029-4902-b262-3fe63dad3c05 · outbound

This paper cites Glow-WaveGAN: Learning Speech Representations from GAN-based Variational Auto-Encoder For High Fidelity Flow-based Speech Synthesis.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Glow-WaveGAN: Learning Speech Representations from GAN-based Variational Auto-Encoder For High Fidelity Flow-based Speech Synthesis

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.325985Z

Source-reported events for the cited work

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

Observation dd3e66ab-0ea7-41fc-af35-223fa74ac991 · outbound

This paper cites Basis-MelGAN: Efficient Neural Vocoder Based on Audio Decomposition.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Basis-MelGAN: Efficient Neural Vocoder Based on Audio Decomposition

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.417345Z

Source-reported events for the cited work

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

Observation d7ebdee7-0e41-4c7c-89d6-d2cb89f158a1 · outbound

This paper cites Common Voice: A Massively-Multilingual Speech Corpus.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Common Voice: A Massively-Multilingual Speech Corpus

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T12:26:37.422301Z

Source-reported events for the cited work

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

Observation 8e025bd0-40a1-40b1-89aa-44c5492b1da1 · outbound

This paper cites DiDiSpeech: A large scale mandarin speech corpus.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models DiDiSpeech: A large scale mandarin speech corpus

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T12:26:37.518068Z

Source-reported events for the cited work

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

Observation 029a82d4-079b-478f-abb3-40d13ae9a8f8 · outbound

This paper cites FunASR: A Fundamental End-to-End Speech Recognition Toolkit.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models FunASR: A Fundamental End-to-End Speech Recognition Toolkit

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.427555Z

Source-reported events for the cited work

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

Observation e3ced301-f751-4fa9-a4b5-f08d66b409ff · outbound

This paper cites FastSpeech 2: Fast and High-Quality End-to-End Text to Speech.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models FastSpeech 2: Fast and High-Quality End-to-End Text to Speech

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.432620Z

Source-reported events for the cited work

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

Observation f7720dba-20cb-429d-9c36-7acfce416ee8 · outbound

This paper cites Controllable and Lossless Non-Autoregressive End-to-End Text-to-Speech.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Controllable and Lossless Non-Autoregressive End-to-End Text-to-Speech

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.437031Z

Source-reported events for the cited work

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

Observation 4888ea06-1982-4030-9480-89c7d4842d21 · outbound

This paper cites LibriSpeech: an ASR corpus based on public domain audio books.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models LibriSpeech: an ASR corpus based on public domain audio books

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T12:26:37.512281Z

Source-reported events for the cited work

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

Observation 3bf8aecc-c6a2-43e1-bde2-2c0212de1e5e · outbound

This paper cites WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.442050Z

Source-reported events for the cited work

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

Observation 244c1ec1-8efe-40cb-824b-9ec48aa3bb21 · outbound

This paper cites Developing far-field speaker system via teacher-student learning.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Developing far-field speaker system via teacher-student learning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T12:26:37.520505Z

Source-reported events for the cited work

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

Observation be268926-e6b8-4033-9530-b496693524b1 · outbound

This paper cites VoxCeleb: a large-scale speaker identification dataset.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models VoxCeleb: a large-scale speaker identification dataset

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.447207Z

Source-reported events for the cited work

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

Observation feb995b5-9758-4d62-b15d-8bf198e9a477 · outbound

This paper cites Singing Voice Synthesis Using Deep Autoregressive Neural Networks for Acoustic Modeling.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Singing Voice Synthesis Using Deep Autoregressive Neural Networks for Acoustic Modeling

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.451102Z

Source-reported events for the cited work

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

Observation 1a553839-b497-4fc3-8507-673b51d844c1 · outbound

This paper cites LiteSing: Towards fast, lightweight and expressive singing voice synthesis.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models LiteSing: Towards fast, lightweight and expressive singing voice synthesis

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T12:26:37.515667Z

Source-reported events for the cited work

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

Observation eaab47d9-a256-4d2c-bb7c-82f7902d3886 · outbound

This paper cites Prosody-aware SpeechT5 for expressive neural TTS.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Prosody-aware SpeechT5 for expressive neural TTS

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T12:26:37.522911Z

Source-reported events for the cited work

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

Observation 8d25e85c-fb2c-4627-a062-0503dff6d454 · outbound

This paper cites GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.455658Z

Source-reported events for the cited work

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

Observation 75228981-875d-439e-84e7-34cba46e75a8 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.460225Z

Source-reported events for the cited work

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

Observation 5126f41a-d88e-41e7-b8cc-29a36906a6a9 · outbound

This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.464522Z

Source-reported events for the cited work

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

Observation 2416902b-a921-482c-bde9-5c4c5826eb96 · outbound

This paper cites Consistency Models.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Consistency Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.468540Z

Source-reported events for the cited work

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

Observation f8a34ae0-e1a1-436d-acc6-d9a3c263153c · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.472833Z

Source-reported events for the cited work

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

Observation 8fa63e6b-41c5-4885-a1e7-7d0509da4b5a · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.476810Z

Source-reported events for the cited work

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

Observation 8e4d6af0-fd01-47db-b303-3273d6c9719c · outbound

This paper cites A White Paper on Neural Network Quantization.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models A White Paper on Neural Network Quantization

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-17T04:10:55.058388Z

Source-reported events for the cited work

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

Observation 2435136e-38f8-4e99-84cf-e3400f2314c3 · outbound

This paper cites decoupleQ: Towards 2-bit Post-Training Uniform Quantization via decoupling Parameters into Integer and Floating Points.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models decoupleQ: Towards 2-bit Post-Training Uniform Quantization via decoupling Parameters into Integer and Floating Points

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.485178Z

Source-reported events for the cited work

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

Observation 6092f1ee-f92a-4a94-96ec-7c9a045bf1c2 · outbound

This paper cites VoiceShop: A Unified Speech-to-Speech Framework for Identity-Preserving Zero-Shot Voice Editing.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models VoiceShop: A Unified Speech-to-Speech Framework for Identity-Preserving Zero-Shot Voice Editing

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.489334Z

Source-reported events for the cited work

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

Observation 1b46cae5-38b9-4e85-b7a8-66bdc50c31c2 · outbound

This paper cites HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation of Speech by Hierarchical Variational Inference for Zero-shot Speech Synthesis.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation of Speech by Hierarchical Variational Inference for Zero-shot Speech Synthesis

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.493296Z

Source-reported events for the cited work

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

Observation 09a8622b-3123-44d5-bc89-b24fd7ab793b · outbound

This paper cites Zero-Shot Accent Conversion using Pseudo Siamese Disentanglement Network.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Zero-Shot Accent Conversion using Pseudo Siamese Disentanglement Network

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.497056Z

Source-reported events for the cited work

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

Observation c7ee5465-f4e3-43ff-a7f0-10f80a53ac2a · outbound

This paper cites Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling Scheme.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling Scheme

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.501347Z

Source-reported events for the cited work

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

Observation 5e45a6f5-b77a-4f83-867a-09990480a4b3 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Proximal Policy Optimization Algorithms

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.505827Z

Source-reported events for the cited work

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

Observation 985d286e-bda1-4c57-81d3-b0dcdb611313 · outbound

This paper cites Diffusion Model Alignment Using Direct Preference Optimization.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Diffusion Model Alignment Using Direct Preference Optimization

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.380158Z

Source-reported events for the cited work

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

Observation 2cae3087-dbe4-41ee-a48a-66159963c655 · outbound

This paper cites MusicRL: Aligning Music Generation to Human Preferences.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models MusicRL: Aligning Music Generation to Human Preferences

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.384884Z

Source-reported events for the cited work

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

Observation 2b1927a3-db00-49e5-9f38-c32ea6a04dea · outbound

This paper cites SpeechAlign: Aligning Speech Generation to Human Preferences.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models SpeechAlign: Aligning Speech Generation to Human Preferences

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.389182Z

Source-reported events for the cited work

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

Observation aa06ca70-0c3d-4002-80f4-1a3e4a9dc51a · outbound

This paper cites Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.394037Z

Source-reported events for the cited work

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

Observation b1a582d4-f2e3-43b8-a5b4-83a6915af56d · outbound

This paper cites Minimum word error rate training for attention-based sequence-to-sequence models.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Minimum word error rate training for attention-based sequence-to-sequence models

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T12:26:37.525092Z

Source-reported events for the cited work

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

Observation 3fffca85-55af-4cda-a00a-bed68e84db18 · outbound

This paper cites Transforming and Combining Rewards for Aligning Large Language Models.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Transforming and Combining Rewards for Aligning Large Language Models

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.399932Z

Source-reported events for the cited work

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

Observation 8269caef-9368-47f3-809b-a6a66bde15fd · outbound

This paper cites Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:26:37.406253Z

Source-reported events for the cited work

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

Observation cb7da3c8-9b5c-419a-aa7b-70d4dd5b084d · outbound

This paper cites SpeechX: Neural Codec Language Model as a Versatile Speech Transformer.

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models SpeechX: Neural Codec Language Model as a Versatile Speech Transformer

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.412512Z

Source-reported events for the cited work

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

Pith citing papers

Observation 041024c9-5f47-488e-9eb4-24126add3958 · inbound

Expressive Prompting: Improving Emotion Intensity and Speaker Consistency in Zero-Shot TTS cites this paper.

Expressive Prompting: Improving Emotion Intensity and Speaker Consistency in Zero-Shot TTS Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-23T20:33:25.586949Z

Source-reported events for the cited work

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

Observation 6000b29f-4584-435c-9497-184926710ea2 · inbound

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

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

Resolution: verified exact; local_arxiv, observed 2026-05-16T06:06:41.513885Z

Source-reported events for the cited work

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

Observation 2287c955-3603-42e4-99a2-762e4db69d33 · inbound

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

CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 0024d1c8-e6d0-4bcc-9ca5-e0bd5e3fc405 · inbound

Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction cites this paper.

Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-05-18T13:39:48.408958Z

Source-reported events for the cited work

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

Observation e91e50a7-28a0-41b1-a4ec-af7cc51c30ab · inbound

Qwen2.5-Omni Technical Report cites this paper.

Qwen2.5-Omni Technical Report Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 66210f73-2ac1-4062-9482-daa2511608c5 · inbound

SeamlessEdit: Background Noise Aware Zero-Shot Speech Editing with in-Context Enhancement cites this paper.

SeamlessEdit: Background Noise Aware Zero-Shot Speech Editing with in-Context Enhancement Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-22T14:54:54.683917Z

Source-reported events for the cited work

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

Observation ca8bfa3e-ec9a-44ad-b667-1584f0572553 · inbound

Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding cites this paper.

Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:15.641196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d33002b-6b3c-47b2-89c1-3fcdaa12fcef · inbound

UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic information cites this paper.

UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic information Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:14.619002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0938d39-b2e4-4570-afee-d5c45c76504f · inbound

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

CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:27:25.538207Z

Source-reported events for the cited work

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

Observation 8d541a03-a710-477c-a4db-f2ce42905748 · inbound

VoiceStar: Robust Zero-Shot Autoregressive TTS with Duration Control and Extrapolation cites this paper.

VoiceStar: Robust Zero-Shot Autoregressive TTS with Duration Control and Extrapolation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:57.780080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d4d6018-6c07-457a-8bcd-920d8e4b9f3c · inbound

Accelerating Diffusion-based Text-to-Speech Model Training with Dual Modality Alignment cites this paper.

Accelerating Diffusion-based Text-to-Speech Model Training with Dual Modality Alignment Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:53.546922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d788c02-3a57-4d3a-9989-b5a4490215d9 · inbound

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

Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:18.881600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 061b2b2b-82f4-4c5a-84d2-8a4e4e9d4b26 · inbound

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages cites this paper.

Phir Hera Fairy: An English Fairytaler is a Strong Faker of Fluent Speech in Low-Resource Indian Languages Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:23.772789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914a2250-af2d-4a02-841e-30a570b8fdb0 · inbound

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation cites this paper.

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:27.861952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c068f11-9a6e-4a59-b3d1-ebd2798c923b · inbound

NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction cites this paper.

NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:58:32.751404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd8141c1-7133-4193-a7d0-aac7c6faba2a · inbound

RoboEgo System Card: An Omnimodal Model with Native Full Duplexity cites this paper.

RoboEgo System Card: An Omnimodal Model with Native Full Duplexity Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:37:29.364137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97c7ba52-f118-4652-bb40-c2f3d27a5a33 · inbound

Ming-Omni: A Unified Multimodal Model for Perception and Generation cites this paper.

Ming-Omni: A Unified Multimodal Model for Perception and Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:58:06.798089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42ac2bef-7eda-46a8-93e0-beeed2e49c55 · inbound

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations cites this paper.

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:17:43.623663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 811b01f7-0773-4610-a07c-7bf31ea74375 · inbound

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

ZipVoice: Fast and High-Quality Zero-Shot Text-to-Speech with Flow Matching Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:45:13.675822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0d2d73e-b959-474c-abb0-a24333169bfc · inbound

SimuPanel: A Novel Immersive Multi-Agent System to Simulate Interactive Expert Panel Discussion cites this paper.

SimuPanel: A Novel Immersive Multi-Agent System to Simulate Interactive Expert Panel Discussion Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:43.838451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6482a5-3d62-479f-b595-93150211c630 · inbound

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

IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:21:51.474748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fff0af9-2b2b-4938-aa93-41cff71acb69 · inbound

Robust and Efficient Autoregressive Speech Synthesis with Dynamic Chunk-wise Prediction Policy cites this paper.

Robust and Efficient Autoregressive Speech Synthesis with Dynamic Chunk-wise Prediction Policy Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:19:00.703156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b63ce8a-c9bf-4023-b1e3-db6397667678 · inbound

Differentiable Reward Optimization for LLM based TTS system cites this paper.

Differentiable Reward Optimization for LLM based TTS system Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:21:03.946996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae0691d8-4a74-473f-aada-22d1c6418655 · inbound

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models cites this paper.

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation c215fa50-64f0-4d60-b724-468a474cd059 · inbound

ZipVoice-Dialog: Non-Autoregressive Spoken Dialogue Generation with Flow Matching cites this paper.

ZipVoice-Dialog: Non-Autoregressive Spoken Dialogue Generation with Flow Matching Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-19T04:32:03.700577Z

Source-reported events for the cited work

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

Observation 971e9b2c-bccb-40d3-ac1b-bd6a2a5cb146 · inbound

Quantize More, Lose Less: Autoregressive Generation from Residually Quantized Speech Representations cites this paper.

Quantize More, Lose Less: Autoregressive Generation from Residually Quantized Speech Representations Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:55:49.452658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49409248-3195-4e3d-b17a-5e25c7bb2263 · inbound

DMOSpeech 2: Reinforcement Learning for Duration Prediction in Metric-Optimized Speech Synthesis cites this paper.

DMOSpeech 2: Reinforcement Learning for Duration Prediction in Metric-Optimized Speech Synthesis Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:22.884960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f313ab2b-dc9a-4109-a0a2-f5ea84ba8cf5 · inbound

Step-Audio 2 Technical Report cites this paper.

Step-Audio 2 Technical Report Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:59:51.008000Z

Source-reported events for the cited work

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

Observation e0ae2f24-26f0-4756-b95f-8a1031fa1b01 · inbound

SplitMeanFlow: Interval Splitting Consistency in Few-Step Generative Modeling cites this paper.

SplitMeanFlow: Interval Splitting Consistency in Few-Step Generative Modeling Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T15:07:26.599209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4245843-32f7-45af-b82e-a5839e43af1a · inbound

Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice cites this paper.

Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T14:52:42.942516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be7f1afa-59f8-436c-94e5-b0b99ba1b117 · inbound

BoSS: Beyond-Semantic Speech cites this paper.

BoSS: Beyond-Semantic Speech Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.208123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed9d272-a437-42ff-bec8-c77046dd3603 · inbound

TTS-1 Technical Report cites this paper.

TTS-1 Technical Report Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:02.897698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 368df377-e60e-4603-b996-af6b64354af5 · inbound

Adaptive Duration Model for Text Speech Alignment cites this paper.

Adaptive Duration Model for Text Speech Alignment Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T11:34:08.681690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c770a0db-f760-470e-a2bc-9da33e913861 · inbound

AudioGen-Omni: A Unified Multimodal Diffusion Transformer for Video-Synchronized Audio, Speech, and Song Generation cites this paper.

AudioGen-Omni: A Unified Multimodal Diffusion Transformer for Video-Synchronized Audio, Speech, and Song Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T06:04:29.065491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54bdc28c-fedc-4056-8ee1-8e20b8959378 · inbound

Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation cites this paper.

Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T23:43:03.170323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 653e739d-550c-4d36-abff-8a836d6e1634 · inbound

MoE-TTS: Enhancing Out-of-Domain Text Understanding for Description-based TTS via Mixture-of-Experts cites this paper.

MoE-TTS: Enhancing Out-of-Domain Text Understanding for Description-based TTS via Mixture-of-Experts Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T20:04:50.143999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65d4b235-9ce0-4f6d-bdf3-10d2af920dff · inbound

NoteIt: A System Converting Instructional Videos to Interactable Notes Through Multimodal Video Understanding cites this paper.

NoteIt: A System Converting Instructional Videos to Interactable Notes Through Multimodal Video Understanding Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:27.824911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 958bcb74-b0d2-4b6d-b750-76a12a654377 · inbound

CLEAR: Continuous Latent Autoregressive Modeling for High-quality and Low-latency Speech Synthesis cites this paper.

CLEAR: Continuous Latent Autoregressive Modeling for High-quality and Low-latency Speech Synthesis Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T16:01:52.500071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8d55cdd-b927-4d12-b893-ac9fee5a77e7 · inbound

MPO: Multidimensional Preference Optimization for Language Model-based Text-to-Speech cites this paper.

MPO: Multidimensional Preference Optimization for Language Model-based Text-to-Speech Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T13:24:34.204193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78740931-f52f-485a-baba-662d9142bc05 · inbound

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot cites this paper.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.422814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 413d3af7-a553-4508-a4ab-f335efe03ca0 · inbound

DiTReducio: A Training-Free Acceleration for DiT-Based TTS via Progressive Calibration cites this paper.

DiTReducio: A Training-Free Acceleration for DiT-Based TTS via Progressive Calibration Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T19:11:59.476799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 127fb2f9-b8ac-4151-a00b-fa8dde61b793 · inbound

Qwen3-Omni Technical Report cites this paper.

Qwen3-Omni Technical Report Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation d7bd7831-89ca-4f66-824a-53913e906523 · inbound

StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs cites this paper.

StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-18T13:01:24.425634Z

Source-reported events for the cited work

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

Observation a9d33b68-1469-43b4-b45e-0df35f32b1cc · inbound

Ovi: Twin Backbone Cross-Modal Fusion for Audio-Video Generation cites this paper.

Ovi: Twin Backbone Cross-Modal Fusion for Audio-Video Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-17T01:03:15.285620Z

Source-reported events for the cited work

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

Observation ad9c0fc2-96f3-42d0-8681-5988cbee1899 · inbound

UniVoice: Unifying Autoregressive ASR and Flow-Matching based TTS with Large Language Models cites this paper.

UniVoice: Unifying Autoregressive ASR and Flow-Matching based TTS with Large Language Models Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T11:29:29.658196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ad9b056-fa54-43bd-9269-f8e379043065 · inbound

Two-Dimensional Quantization for Geometry-Aware Audio Coding cites this paper.

Two-Dimensional Quantization for Geometry-Aware Audio Coding Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-21T18:20:29.267476Z

Source-reported events for the cited work

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

Observation 4e4ec9b8-24c5-477d-98a4-25da48619be5 · inbound

Qwen3-TTS Technical Report cites this paper.

Qwen3-TTS Technical Report Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-16T19:24:56.112886Z

Source-reported events for the cited work

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

Observation 762d14bd-1ad1-4767-9a1c-6ca2513c7d76 · inbound

Edit Content, Preserve Acoustics: Imperceptible Text-Based Speech Editing via Self-Consistency Rewards cites this paper.

Edit Content, Preserve Acoustics: Imperceptible Text-Based Speech Editing via Self-Consistency Rewards Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T06:03:34.891329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e099125-5d51-42d8-9179-f8b163ee6863 · inbound

Voxtral TTS cites this paper.

Voxtral TTS Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation ddf0ac01-a325-4c9b-bd3d-9f2f54c30453 · inbound

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

OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 344fe637-5357-4c17-9763-3bb213d23851 · inbound

Controllable Singing Style Conversion with Boundary-Aware Information Bottleneck cites this paper.

Controllable Singing Style Conversion with Boundary-Aware Information Bottleneck Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 5923032c-c62d-4621-90d4-f0fac40f1c00 · inbound

CapTalk: Unified Voice Design for Single-Utterance and Dialogue Speech Generation cites this paper.

CapTalk: Unified Voice Design for Single-Utterance and Dialogue Speech Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 93d3680e-622e-4165-aa15-bb465142f1f3 · inbound

WAND: Windowed Attention and Knowledge Distillation for Efficient Autoregressive Text-to-Speech Models cites this paper.

WAND: Windowed Attention and Knowledge Distillation for Efficient Autoregressive Text-to-Speech Models Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation b45ebf96-f36d-4ff1-8d55-f2885248ae0b · inbound

Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Survey cites this paper.

Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Survey Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation a6a1f961-7ef8-4cc2-ac74-94e3e8085089 · inbound

Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Survey cites this paper.

Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Survey Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 89

Resolution: unresolved; no resolver link, observed 2026-07-12T22:04:31.302192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 368dbd12-4a7c-4adc-85a2-480ae8d16224 · inbound

Bridging What the Model Thinks and How It Speaks: Self-Aware Speech Language Models for Expressive Speech Generation cites this paper.

Bridging What the Model Thinks and How It Speaks: Self-Aware Speech Language Models for Expressive Speech Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 0babbef2-c98d-4d4c-b65d-27c612265560 · inbound

X-VC: Zero-shot Streaming Voice Conversion in Codec Space cites this paper.

X-VC: Zero-shot Streaming Voice Conversion in Codec Space Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 0f264bc0-690c-42dc-bfd4-a656e57854fb · inbound

From Reactive to Proactive: Assessing the Proactivity of Voice Agents via ProVoice-Bench cites this paper.

From Reactive to Proactive: Assessing the Proactivity of Voice Agents via ProVoice-Bench Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 5cd30102-480c-45e5-8003-39ec429f79ef · inbound

Qwen3.5-Omni Technical Report cites this paper.

Qwen3.5-Omni Technical Report Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation b3ef62b0-6daf-46df-a116-19ff86208f6b · inbound

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

MINT-Bench: A Comprehensive Multilingual Benchmark for Instruction-Following Text-to-Speech Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation bc83a086-21fb-4ef8-b518-a539e471edfb · inbound

Text-To-Speech with Chain-of-Details: modeling temporal dynamics in speech generation cites this paper.

Text-To-Speech with Chain-of-Details: modeling temporal dynamics in speech generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 1d6cf6c1-a7ea-4697-acb7-4c5191f789ed · inbound

MMControl: Unified Multi-Modal Control for Joint Audio-Video Generation cites this paper.

MMControl: Unified Multi-Modal Control for Joint Audio-Video Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 973c30f0-f12b-4bdd-b61f-d359795cec47 · inbound

JaiTTS: A Thai Voice Cloning Model cites this paper.

JaiTTS: A Thai Voice Cloning Model Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation f7a73220-847e-4795-90c8-943f60284c24 · inbound

JaiTTS: A Thai Voice Cloning Model cites this paper.

JaiTTS: A Thai Voice Cloning Model Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation 92f9b56f-4056-4c15-a7a8-528731586257 · inbound

Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech cites this paper.

Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:26:37.526122Z

Source-reported events for the cited work

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

Observation beb68d03-d8a0-4a6b-83c4-21e8f1661d43 · inbound

Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues cites this paper.

Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 37

Resolution: metadata mismatch; local_arxiv, observed 2026-05-19T18:37:42.783936Z

Source-reported events for the cited work

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

Observation 6c05834e-168f-4850-8991-eee0d38ab236 · inbound

SemaVoice: Semantic-Aware Continuous Autoregressive Speech Synthesis cites this paper.

SemaVoice: Semantic-Aware Continuous Autoregressive Speech Synthesis Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-19T19:02:43.586091Z

Source-reported events for the cited work

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

Observation 59e97aa2-3ac4-4d1f-b1a7-bde25cad6181 · inbound

Taming Audio VAEs via Target-KL Regularization cites this paper.

Taming Audio VAEs via Target-KL Regularization Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-05-20T14:53:23.190532Z

Source-reported events for the cited work

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

Observation 52ccb11b-2904-498b-b600-24adc1f572da · inbound

Raon-OpenTTS: Open Models and Data for Robust Text-to-Speech cites this paper.

Raon-OpenTTS: Open Models and Data for Robust Text-to-Speech Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-21T02:33:55.429131Z

Source-reported events for the cited work

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

Observation 283516ce-deb9-4eb0-92d9-253a24097c53 · inbound

RobustSpeechFlow: Learning Robust Text-to-Speech Trajectories via Augmentation-based Contrastive Flow Matching cites this paper.

RobustSpeechFlow: Learning Robust Text-to-Speech Trajectories via Augmentation-based Contrastive Flow Matching Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-22T03:00:58.966721Z

Source-reported events for the cited work

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

Observation 205d5100-80f6-4707-acfb-43c77163227e · inbound

RobustSpeechFlow: Learning Robust Text-to-Speech Trajectories via Augmentation-based Contrastive Flow Matching cites this paper.

RobustSpeechFlow: Learning Robust Text-to-Speech Trajectories via Augmentation-based Contrastive Flow Matching Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T13:29:53.155695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3db25c6d-0be8-49f4-a71a-530a3de1d0b9 · inbound

Raon-Speech Technical Report cites this paper.

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

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T08:22:44.347941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a795d270-d0da-4fde-a878-3e70b2b63207 · inbound

PilotTTS: A Disciplined Modular Recipe for Competitive Speech Synthesis cites this paper.

PilotTTS: A Disciplined Modular Recipe for Competitive Speech Synthesis Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-06-29T16:23:39.877202Z

Source-reported events for the cited work

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

Observation e85a2a67-8566-44eb-ba9a-0b7ffd97609e · inbound

Native Audio-Visual Alignment for Generation cites this paper.

Native Audio-Visual Alignment for Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.765078Z

Source-reported events for the cited work

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

Observation d2dc4718-1a32-4d2a-952e-3628a94ac764 · inbound

SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue cites this paper.

SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-01T20:26:13.135594Z

Source-reported events for the cited work

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

Observation cfd54f65-456c-433f-bae3-90776aa463a9 · inbound

UNISON: A Unified Sound Generation and Editing Framework via Deep LLM Fusion cites this paper.

UNISON: A Unified Sound Generation and Editing Framework via Deep LLM Fusion Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 87

Resolution: verified exact; local_arxiv, observed 2026-06-28T20:52:37.897010Z

Source-reported events for the cited work

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

Observation 27dcc097-dae4-42d1-b873-027a5d2b0953 · inbound

LaSR: Context-Aware Speech Recognition via Latent Reasoning cites this paper.

LaSR: Context-Aware Speech Recognition via Latent Reasoning Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T19:22:34.997415Z

Source-reported events for the cited work

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

Observation 791d3621-378a-4a24-b29b-8342366a8cc7 · inbound

PolySpeech-100: A Large-Scale Benchmark for Speech Understanding Across 100+ Languages and Dialects cites this paper.

PolySpeech-100: A Large-Scale Benchmark for Speech Understanding Across 100+ Languages and Dialects Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-06-28T17:52:27.089254Z

Source-reported events for the cited work

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

Observation d81efb37-1666-4930-9056-de1de2e10669 · inbound

UniVocal: Unified Speech-Singing Code-Switching Synthesis cites this paper.

UniVocal: Unified Speech-Singing Code-Switching Synthesis Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 42

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T00:46:24.621193Z

Source-reported events for the cited work

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

Observation 697c4449-917b-41c8-bb3a-db42a690e70d · inbound

EntangleCodec: A Unified Discrete Audio Tokenizer via Semantic-Acoustic Entanglement cites this paper.

EntangleCodec: A Unified Discrete Audio Tokenizer via Semantic-Acoustic Entanglement Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-06-28T12:42:08.977406Z

Source-reported events for the cited work

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

Observation 2ce5ec35-c2ca-49f5-a2e9-a3785716a6e5 · inbound

WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling cites this paper.

WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-02T05:16:39.811706Z

Source-reported events for the cited work

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

Observation 99a214d0-0985-4774-a150-9dcfd89a5d19 · inbound

Foley-Omni: A Unified Multimodal Generation Model from Task-Level Audio Synthesis to Complete Video Soundtrack Generation cites this paper.

Foley-Omni: A Unified Multimodal Generation Model from Task-Level Audio Synthesis to Complete Video Soundtrack Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T04:56:39.434750Z

Source-reported events for the cited work

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

Observation 56cca99c-ac62-4935-844d-3307dc3e73b2 · inbound

CleanCodec: Efficient and Robust Speech Tokenization via Perceptually Guided Encoding cites this paper.

CleanCodec: Efficient and Robust Speech Tokenization via Perceptually Guided Encoding Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-06-28T05:21:39.872068Z

Source-reported events for the cited work

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

Observation 63bb06b3-a176-42a3-a002-abe3735fdc0a · inbound

GLASS: GRPO-Trained LoRA for Acoustic Style Steering in Zero-Shot Text-to-Speech cites this paper.

GLASS: GRPO-Trained LoRA for Acoustic Style Steering in Zero-Shot Text-to-Speech Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T15:27:04.883488Z

Source-reported events for the cited work

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

Observation 03a510e2-8b82-4fb0-801f-762f3e0dd610 · inbound

HybridCodec: Fast Dual-Stream, Semantically Enhanced Neural Audio Codec cites this paper.

HybridCodec: Fast Dual-Stream, Semantically Enhanced Neural Audio Codec Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-02T15:47:06.435229Z

Source-reported events for the cited work

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

Observation de8cf5ce-c91f-405e-b045-5ea72d02aea4 · inbound

VoxCPM2 Technical Report cites this paper.

VoxCPM2 Technical Report Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-02T19:47:19.797481Z

Source-reported events for the cited work

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

Observation 5826c81b-871c-4474-8f24-be0c20aeceb9 · inbound

dots.tts Technical Report cites this paper.

dots.tts Technical Report Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T19:57:20.079050Z

Source-reported events for the cited work

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

Observation 6a2f00b2-9121-43f4-a782-855895f90337 · inbound

TLDR: Compressing Audio Tokens for Efficient Autoregressive Text-to-Speech cites this paper.

TLDR: Compressing Audio Tokens for Efficient Autoregressive Text-to-Speech Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-03T03:07:35.860043Z

Source-reported events for the cited work

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

Observation 08f970a2-ee8b-4e8f-adbe-114e3cb3ea4e · inbound

MeanVC 2: Robust Low-Latency Streaming Zero-Shot Voice Conversion cites this paper.

MeanVC 2: Robust Low-Latency Streaming Zero-Shot Voice Conversion Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-03T03:37:35.401677Z

Source-reported events for the cited work

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

Observation 5ce2933d-a971-4f6e-84f2-e9b06c8422e7 · inbound

FlashTTS: Fast Streaming TTS with MTP Acceleration and X-pred Mean Flow Distillation cites this paper.

FlashTTS: Fast Streaming TTS with MTP Acceleration and X-pred Mean Flow Distillation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-03T03:27:36.133608Z

Source-reported events for the cited work

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

Observation aff23cce-2c94-4fff-a242-33255dcde729 · inbound

End-to-End Training for Discrete Token LLM based TTS System cites this paper.

End-to-End Training for Discrete Token LLM based TTS System Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-03T03:27:34.885277Z

Source-reported events for the cited work

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

Observation 71d79e18-eb6a-4310-a9ef-82b96131562b · inbound

M*: A Modular, Extensible, Serving System for Multimodal Models cites this paper.

M*: A Modular, Extensible, Serving System for Multimodal Models Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-03T10:27:56.693797Z

Source-reported events for the cited work

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

Observation d9dd68d5-dbbb-48fa-8d26-52246c014db0 · inbound

Investigating Human-Model Discrepancies in Speech Quality Assessment via Acoustic and Prosodic Perturbations cites this paper.

Investigating Human-Model Discrepancies in Speech Quality Assessment via Acoustic and Prosodic Perturbations Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-04T05:29:35.952858Z

Source-reported events for the cited work

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

Observation 9535b3f4-9a54-4aa9-aef8-edd9b2d215f9 · inbound

Zero-VC: Zero-Lookahead Streaming Voice Conversion via Speaker Anonymization cites this paper.

Zero-VC: Zero-Lookahead Streaming Voice Conversion via Speaker Anonymization Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-04T05:39:39.684444Z

Source-reported events for the cited work

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

Observation 5e24eb89-96f4-4e72-a11c-44b7b17e5bc6 · inbound

Transcript-Free Flow-Matching Text-to-Speech via Speech Feature Conditioning cites this paper.

Transcript-Free Flow-Matching Text-to-Speech via Speech Feature Conditioning Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-04T05:39:40.767341Z

Source-reported events for the cited work

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

Observation 503ee912-f86a-42e1-811e-e14b1b17ffde · inbound

Imitation Learning for Elder-Facing Speech Synthesis cites this paper.

Imitation Learning for Elder-Facing Speech Synthesis Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-04T07:29:39.025813Z

Source-reported events for the cited work

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

Observation d3913959-4d88-4849-840a-12893bb77b8e · inbound

Bagpiper-Edit: Zero-Shot Open-Ended Audio Editing via Rich-Caption cites this paper.

Bagpiper-Edit: Zero-Shot Open-Ended Audio Editing via Rich-Caption Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 57

Resolution: verified exact; local_arxiv, observed 2026-07-04T07:39:38.482631Z

Source-reported events for the cited work

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

Observation 4e8f3d24-7753-47da-9c58-309bf989a0a0 · inbound

ProsoCodec: Prosody-Oriented Speech Codec for Voice Conversion cites this paper.

ProsoCodec: Prosody-Oriented Speech Codec for Voice Conversion Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-04T08:19:44.592983Z

Source-reported events for the cited work

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

Observation c90182f8-5fa8-48f0-9058-3fbfa6ba711d · inbound

Bagpiper-TTS: Natural Language Guided Universal Speech Synthesis cites this paper.

Bagpiper-TTS: Natural Language Guided Universal Speech Synthesis Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-04T10:19:48.001869Z

Source-reported events for the cited work

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

Observation a6aa5307-c326-4407-96aa-9bb43418adbb · inbound

AudioCALM: Continuous Autoregressive Language Modeling for Universal Audio Generation cites this paper.

AudioCALM: Continuous Autoregressive Language Modeling for Universal Audio Generation Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-04T11:59:50.985665Z

Source-reported events for the cited work

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