Paper Citation Record · LEDGER

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder

As of 17 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2608.11650.

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

pith.paper-citation-record.v1
2608.11650 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:36:21.772183Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact2
verified fuzzy16
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 522995db-b11a-42d5-a5e9-e411b986dd1d · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.591905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91f0d584-4046-4020-99df-8a05eae7e989 · outbound

This paper cites Better speech synthesis through scaling.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Better speech synthesis through scaling

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.597148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 168de320-8cbc-4adb-9c74-5a0875765363 · outbound

This paper cites XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.601698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08e61146-fd25-4f06-8e69-9f784b6de208 · outbound

This paper cites YourTTS: Towards zero-shot multi-speaker TTS and zero-shot voice conversion for everyone.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder YourTTS: Towards zero-shot multi-speaker TTS and zero-shot voice conversion for everyone

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.496936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 307bb490-e946-4a7c-92c3-5c23997d3d48 · outbound

This paper cites WavLM: Large-scale self-supervised pre-training for full stack speech processing.IEEE Journal of Selected Topics in Signal Processing, 16(6):1505–1518, 2022.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder WavLM: Large-scale self-supervised pre-training for full stack speech processing.IEEE Journal of Selected Topics in Signal Processing, 16(6):1505–1518, 2022

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.481546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5d63568e-4495-4fc0-8521-de52398f9c33 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.613843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eaf9818-2954-4232-ad28-8a18644b280f · outbound

This paper cites w2v-BERT: Combining contrastive learning and masked language modeling for self-supervised speech pre-training.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder w2v-BERT: Combining contrastive learning and masked language modeling for self-supervised speech pre-training

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.467348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d1e8297f-5517-4315-803e-1177a6098a76 · outbound

This paper cites IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.621880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf21efb6-8216-4119-a169-78a80e1930b9 · outbound

This paper cites ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.452706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2b3a91b3-eca5-4e8c-8f8c-d74484b897e8 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.630552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a6d468-c0c5-4318-89ad-8d6560c533b1 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.634937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c9e8fee-bcc0-4b66-8f6a-1823e3024333 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.639687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12761c13-59d4-4838-8a85-fc06de9715be · outbound

This paper cites ElevenLabs multilingual text-to-speech, 2024.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder ElevenLabs multilingual text-to-speech, 2024

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.436624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5abfd9d1-ad6e-4e63-9de9-ed7c959a217f · outbound

This paper cites an unresolved cited work.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:36:22.423415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0ac40676-6dfb-435f-aab8-561f0b362cc6 · outbound

This paper cites Fish audio speech-2, 2024.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Fish audio speech-2, 2024

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.410694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d1b00463-796a-4ac9-9366-52cceed22412 · outbound

This paper cites CV3-Eval: The cross-lingual evaluation benchmark of CosyV oice 3.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder CV3-Eval: The cross-lingual evaluation benchmark of CosyV oice 3

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.396763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a0972a56-f80c-46fc-a82b-3175a160d78c · outbound

This paper cites Paraformer: Fast and accurate parallel transformer for non-autoregressive end-to-end speech recognition.Proceedings of Interspeech, 2022.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Paraformer: Fast and accurate parallel transformer for non-autoregressive end-to-end speech recognition.Proceedings of Interspeech, 2022

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.381557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0714bb5c-6e1f-4cac-bf3f-280becf7cd01 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder MOSS-TTS technical report.arXiv preprint arXiv:2603.18090, 2026

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.662138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a065e00d-6607-4303-afb9-a04c549ece6d · outbound

This paper cites Classifier-Free Diffusion Guidance.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Classifier-Free Diffusion Guidance

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.665862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 254a2655-16a3-4a86-a49d-20a7c8408ab7 · outbound

This paper cites Qwen3-TTS Technical Report.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Qwen3-TTS Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.670968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a488129c-6f09-40eb-8ab4-ef4ab1757731 · outbound

This paper cites Mistral 7B.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Mistral 7B

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.675743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 457fcc10-450a-4318-bd55-271b957749f9 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Naturalspeech 3: Zero-shot speech synthesis with factorized codec and diffusion models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.367751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0556a7c5-451b-4c06-94bb-3e5db3357557 · outbound

This paper cites Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.682711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ee8c75a-397e-4216-9bbc-02691f87df44 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder BigVGAN: A universal neural vocoder with large-scale training

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.354329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e16a0760-7edd-4ee4-b87d-cdc3a09394ed · outbound

This paper cites IndexTTS 2.5 Technical Report.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder IndexTTS 2.5 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.689699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 334e7c7d-3041-48b5-a39b-e8664ebd08f0 · outbound

This paper cites Flow matching for generative modeling.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Flow matching for generative modeling

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.337702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eb3de67e-0a51-43a5-b732-6d357ce07bf0 · outbound

This paper cites Cross-lingual F5-TTS: Towards language-agnostic voice cloning and speech synthesis.arXiv preprint arXiv:2509.14579, 2025.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Cross-lingual F5-TTS: Towards language-agnostic voice cloning and speech synthesis.arXiv preprint arXiv:2509.14579, 2025

Reference 27

Resolution: verified exact; raw_fallback, observed 2026-08-16T00:36:21.981418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5dd4ecca-953a-4bad-8f56-b72790ca8ef1 · outbound

This paper cites Zero-shot Voice Conversion with Diffusion Transformers.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Zero-shot Voice Conversion with Diffusion Transformers

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.700908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc50cef-a039-4e7c-ae10-aad928a72906 · outbound

This paper cites Decoupled weight decay regularization.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Decoupled weight decay regularization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.705297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00901e98-f154-4607-9daa-0868ec04a7d7 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Matcha-TTS: A fast TTS architecture with conditional flow matching

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.709109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68779867-47e2-48f7-bca3-bd55533e7e13 · outbound

This paper cites Attentive statistics pooling for deep speaker embedding.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Attentive statistics pooling for deep speaker embedding

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.307044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 74a6e69e-a1f5-4461-8d6a-68c182873978 · outbound

This paper cites Scalable diffusion models with transformers.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Scalable diffusion models with transformers

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.719373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73795dc4-a4d7-496c-816f-3f3d6294f3ad · outbound

This paper cites Qwen-audio-3.0-tts: Freely controllable and highly robust speech synthesis with multi-stage training paradigm.arXiv preprint, 2026.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Qwen-audio-3.0-tts: Freely controllable and highly robust speech synthesis with multi-stage training paradigm.arXiv preprint, 2026

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.285727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ee23f655-280d-4ca3-83a9-fd35fa2e5798 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Robust speech recognition via large-scale weak supervision

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.727889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417f6fb2-4093-4889-b312-c400a4e0a83d · outbound

This paper cites Language models are unsupervised multitask learners.OpenAI blog, 2019.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Language models are unsupervised multitask learners.OpenAI blog, 2019

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.731493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1844908d-efb1-4af3-9bc8-dc0d07380c8b · outbound

This paper cites Chatterbox-TTS.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Chatterbox-TTS

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.257628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4ebfec16-3416-4c58-9d42-04eb0f5a098d · outbound

This paper cites Natu- ralspeech 2: Latent diffusion models are natural and zero-shot speech and singing synthesizers.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Natu- ralspeech 2: Latent diffusion models are natural and zero-shot speech and singing synthesizers

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.243165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2b95ccd5-ab9b-4332-a760-f7c158ac93cf · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.744717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cfb784c-0ac9-4fd6-a210-2d260750e22f · outbound

This paper cites CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.748566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2eecb1a-ea0b-4bf8-93c3-ff37f5c41f39 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.752186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81cb5a0f-c28f-4f44-b65c-1dff527c1049 · outbound

This paper cites X-Voice: Enabling Everyone to Speak 30 Languages via Zero-Shot Cross-Lingual Voice Cloning.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder X-Voice: Enabling Everyone to Speak 30 Languages via Zero-Shot Cross-Lingual Voice Cloning

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:36:21.848785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a4408303-cfc5-49ef-bf47-55239e67808e · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder MiniMax-Speech: Intrinsic Zero-Shot Text-to-Speech with a Learnable Speaker Encoder

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.760400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 846ea7d4-6523-4177-a59c-7b1b2f59c24c · outbound

This paper cites IndexTTS2: A breakthrough in emotionally expressive and duration-controlled auto-regressive zero-shot text-to-speech.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder IndexTTS2: A breakthrough in emotionally expressive and duration-controlled auto-regressive zero-shot text-to-speech

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:36:22.224921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 242cc360-1cfa-4113-afcc-df98209f47ca · outbound

This paper cites VoxCPM2 Technical Report.

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder VoxCPM2 Technical Report

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.768454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92b450f3-d50b-4a05-9438-f792287449f3 · outbound

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

Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T00:36:21.772183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.