Paper Citation Record · LEDGER

Optimizing Multilingual Text-To-Speech with Accents & Emotions

As of 7 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2506.16310.

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

pith.paper-citation-record.v1
2506.16310 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:49:29.571097Z

measured 34 of 34 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 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

34 of 34 outbound references displayed

verified exact6
verified fuzzy18
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ebe006ce-447c-44de-9feb-4a5333e79cd3 · outbound

This paper cites Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:29.437114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 971d7b1b-3bd1-4f90-9883-07ee08c0dfbb · outbound

This paper cites Multilingual Text-to-Speech Synthesis for Turkic Languages Using Transliteration.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Multilingual Text-to-Speech Synthesis for Turkic Languages Using Transliteration

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:49:29.747496Z

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 29d3b487-0610-4ad1-a01a-a4193c108122 · outbound

This paper cites Accented text-to-speech synthesis with limited data.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Accented text-to-speech synthesis with limited data

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.975954Z

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 920b7fc6-09cd-427f-a463-9fdf34ff948c · outbound

This paper cites Multi-Scale Accent Modeling and Disentangling for Multi-Speaker Multi-Accent Text-to-Speech Synthesis.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Multi-Scale Accent Modeling and Disentangling for Multi-Speaker Multi-Accent Text-to-Speech Synthesis

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:29.451391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ff6157-599e-444a-819e-6833da8d3962 · outbound

This paper cites Text to speech synthesis: A systematic review, deep learning based architecture and future research direction.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Text to speech synthesis: A systematic review, deep learning based architecture and future research direction

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.965337Z

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 d54c8481-fba0-4c4e-bfaa-35dfdcb78861 · outbound

This paper cites Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:29.459675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df89730a-db25-4613-b7f7-a47a892e5ab5 · outbound

This paper cites Explicit Intensity Control for Accented Text-to-speech.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Explicit Intensity Control for Accented Text-to-speech

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:49:29.714136Z

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 5e8dbce6-88b3-4d36-b716-3b27a1d2c191 · outbound

This paper cites Metts: Multilingual emotional text-to-speech by crossspeaker and cross-lingual emotion transfer.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Metts: Multilingual emotional text-to-speech by crossspeaker and cross-lingual emotion transfer

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.955066Z

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 20a6c9e4-8d04-4f2d-8150-872813e44731 · outbound

This paper cites VECL-TTS: Voice identity and Emotional style controllable Cross-Lingual Text-to-Speech.

Optimizing Multilingual Text-To-Speech with Accents & Emotions VECL-TTS: Voice identity and Emotional style controllable Cross-Lingual Text-to-Speech

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:49:29.698561Z

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 7880117a-5808-4e96-b545-10976cb35ebc · outbound

This paper cites Ed-tts: Multi-scale emotion modeling using cross-domain emotion diarization for emotional speech synthesis.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Ed-tts: Multi-scale emotion modeling using cross-domain emotion diarization for emotional speech synthesis

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.943579Z

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 bd2c2e82-c8c7-44a1-8fcf-629fbb2b1d27 · outbound

This paper cites Advanced emotion and multi-speaker recognition with multilingual voicecloning in cross-cultural communication.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Advanced emotion and multi-speaker recognition with multilingual voicecloning in cross-cultural communication

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.931720Z

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 dd849131-7d3a-407f-b5ae-50fb7e6f93dc · outbound

This paper cites Exploring cross-linguistic speech perception in hindi, english, and romance-language through temporal dynamics of neural activity, 2024.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Exploring cross-linguistic speech perception in hindi, english, and romance-language through temporal dynamics of neural activity, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.920182Z

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 19c876c8-5a23-41d5-bb2f-dc9f7763a6a9 · outbound

This paper cites Diclet-tts: Diffusion model based crosslingual emotion transfer for text-to-speech—a study between english and mandarin.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Diclet-tts: Diffusion model based crosslingual emotion transfer for text-to-speech—a study between english and mandarin

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.908216Z

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 a8cd64e6-be47-4a18-b61f-a14dfebad091 · outbound

This paper cites Diffsound: Discrete diffusion model for text-to-sound generation.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Diffsound: Discrete diffusion model for text-to-sound generation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.896557Z

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 e5f9d465-6cd7-435c-bc08-08a9f234aa88 · outbound

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

Optimizing Multilingual Text-To-Speech with Accents & Emotions Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:29.495278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f41d8e28-e5b0-41e3-87f7-34b7d5f33d4a · outbound

This paper cites an unresolved cited work.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:49:29.886317Z

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 de9f7812-7aa8-4c1b-ba5a-0257ba1e96db · outbound

This paper cites Natural language guidance of high-fidelity text-to-speech with synthetic annotations.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Natural language guidance of high-fidelity text-to-speech with synthetic annotations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:29.502416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9033d180-b44d-471d-861a-7e8e189f475f · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Gemma 2: Improving Open Language Models at a Practical Size

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:29.506899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1008a2d7-3253-410f-b560-762ac16eaa49 · outbound

This paper cites Scaling instruction-finetuned language models.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Scaling instruction-finetuned language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.875844Z

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 fd193622-ef5f-4b4b-8d33-457b2016e3ad · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.864633Z

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 ef18d909-9835-4e85-99a3-c1b9d7812b1b · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:29.518046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc68924d-7453-4089-a094-8cbcf40cb3d0 · outbound

This paper cites Boosting Fast and High-Quality Speech Synthesis with Linear Diffusion.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Boosting Fast and High-Quality Speech Synthesis with Linear Diffusion

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:49:29.655936Z

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 078c576c-a685-4c0e-aee4-d2d6c75b4979 · outbound

This paper cites EmoVoice: LLM-based Emotional Text-To-Speech Model with Freestyle Text Prompting.

Optimizing Multilingual Text-To-Speech with Accents & Emotions EmoVoice: LLM-based Emotional Text-To-Speech Model with Freestyle Text Prompting

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:29.525601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efab0454-8e62-4597-848d-b261c2b3ca66 · outbound

This paper cites VQalAttent: a Transparent Speech Generation Pipeline based on Transformer-learned VQ-VAE Latent Space.

Optimizing Multilingual Text-To-Speech with Accents & Emotions VQalAttent: a Transparent Speech Generation Pipeline based on Transformer-learned VQ-VAE Latent Space

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:49:29.632522Z

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 1b137f2d-3da4-4bd3-bdc5-b51002fe3da3 · outbound

This paper cites Indicvoices-r: Unlocking a massive multilingual multi- speaker speech corpus for scaling indian tts.Advances in Neural Information Processing Systems, 37:68161–68182, 2024.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Indicvoices-r: Unlocking a massive multilingual multi- speaker speech corpus for scaling indian tts.Advances in Neural Information Processing Systems, 37:68161–68182, 2024

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.846905Z

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 d127df31-9e6b-4ac6-b1e9-93cfc094045c · outbound

This paper cites Detection of AI Synthesized Hindi Speech.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Detection of AI Synthesized Hindi Speech

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:49:29.616820Z

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 eb7ebb49-ba2d-4e51-805d-2b1b66e5e02f · outbound

This paper cites emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation.

Optimizing Multilingual Text-To-Speech with Accents & Emotions emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:29.542314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aabb818-a70c-443e-8bb9-0b0ca4a62248 · outbound

This paper cites Falk, Vijay Parsa, Joao F.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Falk, Vijay Parsa, Joao F

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.835195Z

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 11e49698-7005-4c6d-adbf-3f493b4ebbd4 · outbound

This paper cites Timothy Bunnell, Ying Dou, Prasanna Kumar Muthukumar, Daniel Perry, Kishore Prahallad, Callie Vaughn, Alan W.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Timothy Bunnell, Ying Dou, Prasanna Kumar Muthukumar, Daniel Perry, Kishore Prahallad, Callie Vaughn, Alan W

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.824203Z

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 eddc7b06-f3ce-43c3-8754-7511103a3333 · outbound

This paper cites Stuck in the mos pit: A critical analysis of mos test methodology in tts evaluation.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Stuck in the mos pit: A critical analysis of mos test methodology in tts evaluation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.811586Z

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 68833200-e53d-4d17-83ac-50bb022f34cf · outbound

This paper cites The limits of the mean opinion score for speech synthesis evaluation.

Optimizing Multilingual Text-To-Speech with Accents & Emotions The limits of the mean opinion score for speech synthesis evaluation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.800445Z

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 297a7558-60d5-462b-9fe7-77f624c4ce51 · outbound

This paper cites Rix, John G.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Rix, John G

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.790105Z

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 08e37f5d-0fdb-43c8-9658-0220a89a31d2 · outbound

This paper cites Identification and classification of tts intelligibility errors using asr: A method for automatic evaluation of speech intelligibility, 2023.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Identification and classification of tts intelligibility errors using asr: A method for automatic evaluation of speech intelligibility, 2023

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.779438Z

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 18ec435c-4c8a-44ca-bc48-8b0c888cb697 · outbound

This paper cites Tracey, D.

Optimizing Multilingual Text-To-Speech with Accents & Emotions Tracey, D

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:49:29.768602Z

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

No inbound Pith citation observations are available.