Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T19:07:00.588636Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 30 inbound Pith citation observations for arXiv:2502.05512.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T19:07:00.588636Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T19:07:00.481427Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
25 of 25 outbound references displayed
External citation measurements
1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 6530d5cc-7b61-4af1-ad91-7f92bfd767cd · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a670a59a-cc8b-4b05-946f-0b0e678666c0 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System [BT], prompt text, text, [ET], [BA], prompt audio, audio, [EA]
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f09f3234-2912-49b8-9f20-b1e6f601f349 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Dataset All training data was collected from the internet, with an initial 120,000 hours of raw audio
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4b07bdf7-89e2-4fbc-bd3f-5ea2dc2abbf2 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56fb5224-3e15-411f-9401-d2b9b29b2629 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99cdb013-4c37-4c63-aff5-ef9260ebb7f3 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fadcd10-c646-4158-be36-c0dddd35c6bb · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ad645aa-8a29-424e-865c-dd703843400a · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ca92841-67a1-4390-9ec0-f00df24db369 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8bede2c-be27-4dc2-85dd-36125b0de7dd · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89e29809-4d7c-40d5-a481-5b6ae6b1667b · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e1ef766-eea4-4b45-86f0-abf236a47554 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Seed-TTS: A Family of High-Quality Versatile Speech Generation Models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54a85830-836c-4f55-ac96-7fdf24b2aad4 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Hifi-gan: Generative adversarial net- works for efficient and high fidelity speech synthesis,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecf8f860-9809-4c0e-8dfd-c0805f94c1a2 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Better speech synthesis through scaling
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98c78b57-5ca5-488d-8648-a662f0e598d4 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Neural discrete represen- tation learning,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21ab49b3-9225-4430-bf1b-39e4d32a42d1 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Finite Scalar Quantization: VQ-VAE Made Simple
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 579bf133-2af6-4ed5-8767-e6b373bc5b1c · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System BigVGAN: A Universal Neural Vocoder with Large-Scale Training
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b9e2605-4eb6-4c05-9646-c89d1cd2044c · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Matcha-tts: A fast tts architecture with conditional flow match- ing,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 906e5a61-7860-47a1-bd52-349f57a0e54e · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b29838f-8228-4c82-b65f-c4478b6af569 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Lib- rispeech: an asr corpus based on public domain audio books,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51618b6c-1f70-47c8-9318-c6eeb7266fcc · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Aishell-1: An open- source mandarin speech corpus and a speech recognition base- line,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 278b1ffd-223a-4ed5-b5d0-e5c554b3a460 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Common Voice: A Massively-Multilingual Speech Corpus
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97b06b7c-850a-4ebe-9f0e-e9a21b7871f5 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27a95564-2160-45b0-8af3-8ffe9a76837a · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Robust speech recognition via large-scale weak supervision,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56c59340-6fa5-4555-87f6-1aabf4fc68a6 · outbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6530d5cc-7b61-4af1-ad91-7f92bfd767cd · inbound
IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cceffa41-b9b1-4038-bf68-672cd9a46730 · inbound
UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic information IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca5794d7-3d49-4f58-bef4-4742bc912a27 · inbound
CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 03ab161a-d36d-4a93-9e79-0c4f7662f124 · inbound
CloneShield: A Framework for Universal Perturbation Against Zero-Shot Voice Cloning IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 743b8f20-f8f9-484d-9729-16dcc0f97530 · inbound
IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6df3652a-8560-48d3-9cff-ff5f41003c0b · inbound
ZipVoice-Dialog: Non-Autoregressive Spoken Dialogue Generation with Flow Matching IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b005b13d-8d31-46e1-aaf2-2a23300bdd76 · inbound
Robust Residual Finite Scalar Quantization for Neural Compression IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6b11d61-fc62-4741-9e45-9c2fd67d14da · inbound
FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ee0c70b-a7db-4912-9cc0-47f9039061f6 · inbound
DiTReducio: A Training-Free Acceleration for DiT-Based TTS via Progressive Calibration IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0d2a60b-8c49-41a8-b9ca-d0d7f9072168 · inbound
EchoFake: A Replay-Aware Dataset for Practical Speech Deepfake Detection IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a6cc9382-8537-4204-9c75-ad97e33a7f16 · inbound
OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9b8586ec-f497-4039-87a1-671dcfc07bf8 · inbound
AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7f9524ac-1a88-4870-b2e1-c130847c7aeb · inbound
WAND: Windowed Attention and Knowledge Distillation for Efficient Autoregressive Text-to-Speech Models IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 066c6c75-1c36-4075-ab14-f14e9810b178 · inbound
Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 32632292-6130-4474-9201-86b204be205b · inbound
ActorMind: Emulating Human Actor Reasoning for Speech Role-Playing IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9253335f-202f-4fdd-ba32-02f22861ae7f · inbound
AST: Adaptive, Seamless, and Training-Free Precise Speech Editing IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6ede54ab-6ac8-4d72-911d-eb83bc9a9429 · inbound
AST: Adaptive, Seamless, and Training-Free Precise Speech Editing IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c0fc56d-4fe0-47e3-a0b1-fb609c5fe0c9 · inbound
MINT-Bench: A Comprehensive Multilingual Benchmark for Instruction-Following Text-to-Speech IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a21a2f5c-3be3-4b7a-b59b-38e9beef61e2 · inbound
RoboKA: KAN Informed Multimodal Learning for RoboCall Surveillance System IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7f83fb1f-d3f9-4bf7-a807-81baadf1f855 · inbound
SemaVoice: Semantic-Aware Continuous Autoregressive Speech Synthesis IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3cc031fc-1a1c-4bbb-be1f-c66b39d9a931 · inbound
AgentSteerTTS: A Multi-Agent Closed-Loop Framework for Composite-Instruction Text-to-Speech IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 108
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ac48d7d0-7235-4016-ac85-5d345ec6882a · inbound
PilotTTS: A Disciplined Modular Recipe for Competitive Speech Synthesis IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c8a2368c-09d1-4a4a-85c6-16870403ee90 · inbound
Towards Human-Like Interactive Speech Recognition With Agentic Correction and Semantic Evaluation IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 09e111f7-6c4a-4bf2-a6a8-1ced99766cb2 · inbound
UniVocal: Unified Speech-Singing Code-Switching Synthesis IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8380a461-bd96-48c6-baaa-409dd38bda18 · inbound
Read What You Hear: Reference-Free Hypotheses Evaluation with Acoustic Discrepancy IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f4b6d5e9-3a04-4460-bec4-761851ae30b0 · inbound
Joycent: Diffusion-based Accent TTS without Accented Phone Prediction IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0e620d67-2f50-448b-8493-788856d9f13d · inbound
UniSAE: Unified Speech Attribute Editing on Speaker, Emotion and Low-Level Content via Discrete Phonetic Posteriorgram Modelling IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 472c3733-0573-4870-bc53-b39520c86dba · inbound
FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 137
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 82b3df18-4735-4230-91db-c7ca95c4d4ea · inbound
AutoSIFT: Automatic Style Sifting for Controllable Speech Generation with Arbitrary Style Infilling IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 148d8915-cd7c-42ea-b5af-27826fc4e2d2 · inbound
X-Translator: A Real-Time Multilingual Speaker-Aware Speech-to-Speech Translation System IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.