Paper Citation Record · LEDGER

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English

As of 19 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2607.23027.

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

pith.paper-citation-record.v1
2607.23027 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:52:17.259575Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7888168-0622-4f83-9b4a-d2d70ed4bff8 · outbound

This paper cites Neural codec language models are zero- shot text to speech synthesizers,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Neural codec language models are zero- shot text to speech synthesizers,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.147464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41cc9bbd-15a6-4a9d-b01c-e1eafaa25407 · outbound

This paper cites VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.151139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d180642c-e1d2-4ece-aee2-04d2e8976fcd · outbound

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

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.154564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa18c82b-24be-4161-b8de-fa9a293857a4 · outbound

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

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.157838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c7080bf-e56f-47af-9c27-fb5a5a288b66 · outbound

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

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.161063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5492d566-48c9-43a7-a42f-9d1cbfcfc846 · outbound

This paper cites F5-TTS: A fairytaler that fakes fluent and faithful speech with flow matching,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English F5-TTS: A fairytaler that fakes fluent and faithful speech with flow matching,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.164141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 408a661c-ef47-413c-b469-d82f1a701f67 · outbound

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

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English NaturalSpeech 3: Zero-shot speech synthesis with factorized codec and diffusion models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.167110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29af8e92-0433-4814-98bb-3068d4097004 · outbound

This paper cites Chatterbox-TTS,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Chatterbox-TTS,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.169639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95e9f711-ae70-4ae0-bad7-9a94876a8c08 · outbound

This paper cites AccentBox: Towards High-Fidelity Zero-Shot Accent Generation,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English AccentBox: Towards High-Fidelity Zero-Shot Accent Generation,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.172355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba94036c-c097-497a-8fb2-2e8a3bb7b0f6 · outbound

This paper cites Clarity: Contextual linguistic adaptation and accent retrieval for dual-bias mitigation in text-to-speech generation,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Clarity: Contextual linguistic adaptation and accent retrieval for dual-bias mitigation in text-to-speech generation,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.175127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02657b99-d3c4-4d25-a6a1-292a7c28ba0c · outbound

This paper cites Deterding,Singapore English.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Deterding,Singapore English

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.177645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f877e0c9-fd03-4c5b-b1e7-18b5315bb6fc · outbound

This paper cites The Homogenization of Ethnic Differences in Singapore English? A Consonantal Production Study,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English The Homogenization of Ethnic Differences in Singapore English? A Consonantal Production Study,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.180660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ee4a0e4-7e42-452f-ae57-d1bf88fc2d4a · outbound

This paper cites Building the Singapore English national speech corpus,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Building the Singapore English national speech corpus,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.183337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab23d636-f6d1-426b-8836-b7c531d946b9 · outbound

This paper cites MNSC: Advancing Singlish Speech Understanding with Carefully Curated Corpora,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English MNSC: Advancing Singlish Speech Understanding with Carefully Curated Corpora,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.185973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf22cf6-0e0d-40ea-b807-3b61f464791f · outbound

This paper cites MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.188645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93bb33b1-2b2b-4e3c-bdcf-fa1dc5c147f1 · outbound

This paper cites MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.191324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bbc2c5d-76bb-4038-b11c-f14a20fb9ca2 · outbound

This paper cites CodecMOS-Accent: A MOS benchmark of resynthesized and TTS speech from neural codecs across English accents,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English CodecMOS-Accent: A MOS benchmark of resynthesized and TTS speech from neural codecs across English accents,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.194134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243da49b-55ed-4651-bf11-3058649a05db · outbound

This paper cites whisper-large-v3-singlish: A Singlish-fine- tuned Whisper-large-v3 model,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English whisper-large-v3-singlish: A Singlish-fine- tuned Whisper-large-v3 model,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.196709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5190e3d4-4761-4af4-8027-70f70e6ab105 · outbound

This paper cites RADAR Challenge 2026: Robust Audio Deepfake Recognition under Media Transformations.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English RADAR Challenge 2026: Robust Audio Deepfake Recognition under Media Transformations

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.199471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fffa272-3f3a-4ea8-974d-2f5a97d5c32f · outbound

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

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Accented text-to-speech synthesis with limited data,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.202436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60a4d59e-ec69-4680-80dd-0293aba36a7c · outbound

This paper cites Low-resource multilingual and zero- shot multispeaker tts,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Low-resource multilingual and zero- shot multispeaker tts,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.205110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd667110-a975-48de-aadd-116cfa0be74b · outbound

This paper cites Scalable Controllable Accented TTS.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Scalable Controllable Accented TTS

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.207657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3174e0e4-ef20-453c-82ce-cee43a17bdaf · outbound

This paper cites Parameter-efficient learning for text-to-speech accent adaptation,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Parameter-efficient learning for text-to-speech accent adaptation,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.211065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ce0420-87b9-4caa-9980-dffdaf007fdd · outbound

This paper cites Accent vector: Controllable accent manipulation for multilingual tts without accented data,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Accent vector: Controllable accent manipulation for multilingual tts without accented data,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.213688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41b7e4d9-a9c0-4ee3-bde7-ee5b7a2f6ded · outbound

This paper cites Xtts: a massively multilingual zero-shot text-to-speech model,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Xtts: a massively multilingual zero-shot text-to-speech model,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.216277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d12d38-680e-45a0-acfb-1d0e5e742bbb · outbound

This paper cites Learning-free l2-accented speech generation using phonological rules,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Learning-free l2-accented speech generation using phonological rules,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.219009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb4bbe3-3fb2-4669-ab1e-34b0c311218e · outbound

This paper cites Macst: Multi-accent speech synthesis via text transliteration for accent conversion,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Macst: Multi-accent speech synthesis via text transliteration for accent conversion,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.221579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1739a589-6194-464b-b605-3e589fb2fc42 · outbound

This paper cites The anatomy of singlish: globalisation, multiculturalism and the construction of the ‘local’in singapore,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English The anatomy of singlish: globalisation, multiculturalism and the construction of the ‘local’in singapore,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.224236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dad3af5-dce0-489a-a842-5b9452b4f574 · outbound

This paper cites The roles of singapore standard english and singlish,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English The roles of singapore standard english and singlish,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.227064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 424ed2bf-9577-4d73-90e6-38919f59cbcf · outbound

This paper cites Exploring the unique morphological and syntactic features of singlish (singapore english),.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Exploring the unique morphological and syntactic features of singlish (singapore english),

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.229740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0208163f-032e-4b61-93dc-a04a2641acb9 · outbound

This paper cites Singlish: a controversial yet unique creole of singaporean,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Singlish: a controversial yet unique creole of singaporean,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.232396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6b24cb7-a86e-43aa-8d14-148aadebe5a6 · outbound

This paper cites Singlish as a dialect in singapore,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Singlish as a dialect in singapore,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.234949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72ae6280-0948-4692-b9b6-032cbe216475 · outbound

This paper cites The Homogenization of Ethnic Differences in Singapore English? A Consonantal Production Study,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English The Homogenization of Ethnic Differences in Singapore English? A Consonantal Production Study,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.237994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 031eb241-a51c-46ca-b1ca-c586886fc587 · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.240718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18ca9812-f2b7-4a75-9d6e-fcc76e8039f7 · outbound

This paper cites CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common V oice,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common V oice,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.243227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29b705b7-c75e-4b57-b27c-a27bcb54ae9c · outbound

This paper cites Utmos: Utokyo-sarulab system for voicemos challenge 2022,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Utmos: Utokyo-sarulab system for voicemos challenge 2022,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.246048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d708c4f8-d835-4e7e-b8c4-d30e08b2cba7 · outbound

This paper cites TTSDS - Text-to-Speech Distribution Score,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English TTSDS - Text-to-Speech Distribution Score,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.248822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad2d30fd-1e52-4890-bc5f-97ab14572fb7 · outbound

This paper cites TTSDS2: Robust Objective Evaluation for Human-Quality Synthetic Speech,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English TTSDS2: Robust Objective Evaluation for Human-Quality Synthetic Speech,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.251484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abef6e04-1a52-4820-8b1b-5835a2c8b095 · outbound

This paper cites Cosyvoice,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Cosyvoice,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.254060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7b67b05-6062-4e02-93ef-0b06b93517b3 · outbound

This paper cites Chatterbox-Flash: Prior-Calibrated Block Diffusion for Streaming Zero-Shot TTS.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English Chatterbox-Flash: Prior-Calibrated Block Diffusion for Streaming Zero-Shot TTS

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.256639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25414c0d-dac4-4af9-b3f9-a5a62685e09a · outbound

This paper cites The voicemos challenge 2023: Zero-shot subjective speech quality prediction for multiple domains,.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English The voicemos challenge 2023: Zero-shot subjective speech quality prediction for multiple domains,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T03:52:17.259575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.