Paper Citation Record · LEDGER

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch

As of 20 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 8 inbound Pith citation observations for arXiv:2412.08237.

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

pith.paper-citation-record.v1
2412.08237 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:08:22.468176Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:22:08.946434Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:10:07.248893Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy11
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9c0f2c5a-92cd-4bf5-a35f-dcc129a8f942 · outbound

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

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.220313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5d6af9a-26b2-4955-be85-259db7942f6a · outbound

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

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Matcha-tts: A fast tts architecture with conditional flow matching

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.948746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e53d2af-665a-4a8a-b9a9-a03dd1d7563e · outbound

This paper cites Qwen2 Technical Report.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Qwen2 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.290547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00377421-e3be-43b9-814f-606104334678 · outbound

This paper cites Tensorrt-llm, https://github.com/nvidia/tensorrt-llm, 2024.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Tensorrt-llm, https://github.com/nvidia/tensorrt-llm, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.873058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b9ce65ba-d788-4f68-a602-44dc3328224e · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Gonzalez, Hao Zhang, and Ion Stoica

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.302797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76716d8a-b0b7-4683-b004-930eec04fc31 · outbound

This paper cites A Survey on In-context Learning.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch A Survey on In-context Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.360766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14708426-a94d-4b89-b445-2ee36eab8058 · outbound

This paper cites Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.514869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a36ebeec-3cd5-4aee-872c-8f34e3681db2 · outbound

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

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.521139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecb87789-7171-4a96-8948-f07973122c76 · outbound

This paper cites Takin: A Cohort of Superior Quality Zero-shot Speech Generation Models.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Takin: A Cohort of Superior Quality Zero-shot Speech Generation Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.526764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f4dffea-ff9c-4850-aeaf-e92507e95c58 · outbound

This paper cites Wenetspeech4tts: A 12,800-hour mandarin tts corpus for large speech generation model benchmark, 2024.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Wenetspeech4tts: A 12,800-hour mandarin tts corpus for large speech generation model benchmark, 2024

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.798628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4f15adfc-e4a4-470c-883a-e7813dc1edb5 · outbound

This paper cites Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.539179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71f22068-6a51-4ae3-ab9e-631c43399a61 · outbound

This paper cites Autoprep: An automatic preprocessing framework for in-the-wild speech data.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Autoprep: An automatic preprocessing framework for in-the-wild speech data

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.781474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9524d2cb-d989-4da6-9acf-a538ec5c9f44 · outbound

This paper cites Flow Matching for Generative Modeling.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Flow Matching for Generative Modeling

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.670486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85701e04-db90-4a23-9fd6-ce4d017651e8 · outbound

This paper cites Dnsmos p.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Dnsmos p

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.733607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8538d50f-60f3-444b-afd5-da95ded1fda2 · outbound

This paper cites AudioPaLM: A Large Language Model That Can Speak and Listen.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch AudioPaLM: A Large Language Model That Can Speak and Listen

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.732047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7907a02-61d0-4b53-a45f-ecd6273793c0 · outbound

This paper cites Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.738126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fee4344-9b68-48e6-905d-4b0eaa6ce871 · outbound

This paper cites Anatomy of Industrial Scale Multilingual ASR.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Anatomy of Industrial Scale Multilingual ASR

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.743850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6098f619-c285-4b20-bb0e-e7f1852d105a · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Robust speech recognition via large-scale weak supervision

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.589187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f2025600-be32-418c-900e-0c687c575d17 · outbound

This paper cites Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.797820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff202718-2327-4c02-839a-e0ca95c00bef · outbound

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

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.882088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6265433-5bf9-4479-acd3-589ade9fe126 · outbound

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

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:21.919160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e1f8654-d813-465f-92f4-eba1ea976522 · outbound

This paper cites Conditional variational autoencoder with adversar- ial learning for end-to-end text-to-speech.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Conditional variational autoencoder with adversar- ial learning for end-to-end text-to-speech

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.522689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b60a389-9c89-4723-9c16-42610d48c005 · outbound

This paper cites FastSpeech: Fast, robust and controllable text to speech.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch FastSpeech: Fast, robust and controllable text to speech

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.505291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 013ba208-de80-4ee5-81bd-29eda3a8bcd1 · outbound

This paper cites an unresolved cited work.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:08:23.407059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 74e0850d-acf8-4e64-b6e7-a75d99f1b7ad · outbound

This paper cites Flow- TTS: A non-autoregressive network for text to speech based on flow.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Flow- TTS: A non-autoregressive network for text to speech based on flow

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.271402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e0f7b5e2-e811-47fb-8381-d9442528c73a · outbound

This paper cites An Embarrassingly Simple Approach for LLM with Strong ASR Capacity.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch An Embarrassingly Simple Approach for LLM with Strong ASR Capacity

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.019176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee79a058-2e8c-4acf-9ec8-70da2858fa0a · outbound

This paper cites LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.096260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 647a6ebd-3673-4ad8-b35c-6f63a7df5f33 · outbound

This paper cites Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.102985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ee258fb-61d1-43ac-bc9a-339dfb8e6b5c · outbound

This paper cites dMel: Speech Tokenization made Simple.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch dMel: Speech Tokenization made Simple

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.110679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07d337c4-65c0-46ef-a01c-3a652fbb48a8 · outbound

This paper cites Librispeech: an asr corpus based on public domain audio books.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Librispeech: an asr corpus based on public domain audio books

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.117560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc953978-061d-4e64-af49-b7fe1ea0dfed · outbound

This paper cites Scaling Speech-Text Pre-training with Synthetic Interleaved Data.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Scaling Speech-Text Pre-training with Synthetic Interleaved Data

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.122969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbd21626-3df2-46ed-b674-41b41737dec3 · outbound

This paper cites Spirit LM: Interleaved Spoken and Written Language Model.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Spirit LM: Interleaved Spoken and Written Language Model

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.225106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eec4792-0ce4-4306-95c5-512c23899f9f · outbound

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

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.349166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8acfa9a-6753-4159-8d29-c7345c7d2d95 · outbound

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

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Didispeech: A large scale mandarin speech corpus

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.357484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba52b68-e7f6-4832-9721-4ba82c72dc29 · outbound

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

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Common Voice: A Massively-Multilingual Speech Corpus

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.362702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a72a38ed-83fb-46f8-851e-bcfa8cea037e · outbound

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

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.371436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ac6d73c-4f62-49b0-a77c-5a5d04a92fbf · outbound

This paper cites MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T18:08:22.378032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a228842c-9982-4f5b-ad87-6d326cb7bbf1 · outbound

This paper cites Wespeaker: A research and production oriented speaker embedding learning toolkit.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Wespeaker: A research and production oriented speaker embedding learning toolkit

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.231266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0707ff01-6773-4813-950f-d5ec9cff023c · outbound

This paper cites Speechcolab leaderboard, https://github.com/speechcolab/leaderboard, 2021.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Speechcolab leaderboard, https://github.com/speechcolab/leaderboard, 2021

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:08:23.031107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation b8573576-e615-4d8f-a016-8e8b90ae8429 · inbound

TouchASP: Elastic Automatic Speech Perception that Everyone Can Touch cites this paper.

TouchASP: Elastic Automatic Speech Perception that Everyone Can Touch TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T11:18:33.039702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06bef987-0894-470b-9668-add4ed54f302 · inbound

Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis cites this paper.

Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T10:50:49.009679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 649e4fff-8935-4783-895b-cab52ba5cc8d · 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 TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:27:25.549297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae15d67d-1ce5-49f0-a8db-e26d0cd91dcd · inbound

Balalaika: Data-Centric, Prosody-Aware Annotation Pipeline for Russian Speech cites this paper.

Balalaika: Data-Centric, Prosody-Aware Annotation Pipeline for Russian Speech TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:09.691792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b5bb2d7-2828-4156-b580-53b0b7c92847 · 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 TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:48:20.978975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fbcb36f-463e-406c-b347-f32bcbc11b1e · inbound

Borderless Long Speech Synthesis cites this paper.

Borderless Long Speech Synthesis TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:39:50.196070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d48e1a1e-4f92-43dc-9f48-dbc23b520d2e · inbound

Sarashina2.2-TTS: Tackling Kanji Polyphony in Japanese Speech Generation via Data Scaling and Targeted Data Synthesis cites this paper.

Sarashina2.2-TTS: Tackling Kanji Polyphony in Japanese Speech Generation via Data Scaling and Targeted Data Synthesis TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:10:07.250749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 849841b5-c2c5-445e-be47-e9310f0da1e6 · inbound

Experience-Calibrated Contrastive Decoding for Mitigating Hallucinations in LM-Based Text-to-Speech cites this paper.

Experience-Calibrated Contrastive Decoding for Mitigating Hallucinations in LM-Based Text-to-Speech TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-15T15:22:08.946434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.