Paper Citation Record · LEDGER

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2505.19384.

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

pith.paper-citation-record.v1
2505.19384 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:18:08.477884Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:18:04.712156Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:18:09.431567Z

Reference resolution

35 of 35 outbound references displayed

verified exact4
verified fuzzy21
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce835dec-c20b-42c4-a41d-7727afbeac8c · outbound

This paper cites GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:18:09.543726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7aacea6c-3adf-47c1-80c9-6cc4fb0949de · outbound

This paper cites We introduce a gradual style encoding method to obtain multi-level style conditions.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor We introduce a gradual style encoding method to obtain multi-level style conditions

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:13.292857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c25a0baa-7a0e-42b4-91f0-d0b1ac87cad8 · outbound

This paper cites an unresolved cited work.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:18:13.145865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50062a17-ee7c-4a97-b88b-2d31e88a67a7 · outbound

This paper cites Ask her to bring these things with her from the store.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Ask her to bring these things with her from the store

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:12.976898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 83f7f23f-75c4-4562-b17c-c4e36e6ab778 · outbound

This paper cites Throughout the experiments, GSA- TTS shows superior audio quality in terms of naturalness, speaker similarity, and intelligibility compared to existing zero-shot models.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Throughout the experiments, GSA- TTS shows superior audio quality in terms of naturalness, speaker similarity, and intelligibility compared to existing zero-shot models

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:12.861566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 32086888-a169-42fb-9990-eb63c61fa8d8 · outbound

This paper cites Tacotron: Towards End-to-End Speech Synthesis.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Tacotron: Towards End-to-End Speech Synthesis

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:05.286666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34a60102-c26d-4e55-8f67-a75a302b5731 · outbound

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

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Fastspeech: Fast, robust and controllable text to speech,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:05.379053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36da0707-447f-4374-9210-3493f1a75a3a · outbound

This paper cites Conan: A complementary neighboring-based attention network for referring expression generation,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Conan: A complementary neighboring-based attention network for referring expression generation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:12.675839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3aae7709-bd4b-4b7c-ab37-489f55800d69 · outbound

This paper cites Visual question answering based on local-scene-aware referring expression gener- ation,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Visual question answering based on local-scene-aware referring expression gener- ation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:12.453001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8c4e8ad5-65b6-4d70-a95b-da301167af8a · outbound

This paper cites g2pM: A Neural Grapheme-to-Phoneme Conversion Package for Mandarin Chinese Based on a New Open Benchmark Dataset.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor g2pM: A Neural Grapheme-to-Phoneme Conversion Package for Mandarin Chinese Based on a New Open Benchmark Dataset

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:05.745845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30dadbdd-6bc3-4364-aa19-70120f4a80cb · outbound

This paper cites Good neighbors are all you need for chinese grapheme-to-phoneme conversion,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Good neighbors are all you need for chinese grapheme-to-phoneme conversion,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:12.301738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b0bbd1b1-3613-4a44-9664-01eb2e105991 · outbound

This paper cites Sequence-to-Sequence Neural Net Models for Grapheme-to-Phoneme Conversion.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Sequence-to-Sequence Neural Net Models for Grapheme-to-Phoneme Conversion

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:18:09.167416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d82d0f7e-c53e-475f-a0dc-ee70dc5c716a · outbound

This paper cites A style- based generator architecture for generative adversarial networks,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor A style- based generator architecture for generative adversarial networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:12.119038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a1b82218-d836-4112-820e-8a4f228499f4 · outbound

This paper cites Pvae-tts: adaptive text-to-speech via pro- gressive style adaptation,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Pvae-tts: adaptive text-to-speech via pro- gressive style adaptation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:11.947344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 42cf2d74-98d2-4917-965f-8d404a0df081 · outbound

This paper cites HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:18:08.945303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4a0980d2-27ee-49d7-b599-0b4d3cb8b083 · outbound

This paper cites Zero-shot multi-speaker text-to-speech with state- of-the-art neural speaker embeddings,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Zero-shot multi-speaker text-to-speech with state- of-the-art neural speaker embeddings,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:11.775777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 79c19d01-3b34-4e62-b915-fe224c8525be · outbound

This paper cites Style tokens: Unsuper- vised style modeling, control and transfer in end-to-end speech synthesis,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Style tokens: Unsuper- vised style modeling, control and transfer in end-to-end speech synthesis,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:11.631621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0b06a71-5979-4936-8527-1d03e1f09161 · outbound

This paper cites Tdnn: a two-stage deep neural network for prompt-independent automated essay scoring,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Tdnn: a two-stage deep neural network for prompt-independent automated essay scoring,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:11.515566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a48de4f-9606-421a-ad74-bc5d17d1e1f5 · outbound

This paper cites Information sieve: Content leakage reduction in end-to-end prosody transfer for expressive speech synthesis.,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Information sieve: Content leakage reduction in end-to-end prosody transfer for expressive speech synthesis.,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:11.335986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6f816494-1e74-415c-9a47-d20afcc00c2d · outbound

This paper cites Crossspeech: Speaker- independent acoustic representation for cross-lingual speech synthesis,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Crossspeech: Speaker- independent acoustic representation for cross-lingual speech synthesis,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:11.190563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dc9dc158-6d42-4f83-9613-bf7fb5405cc5 · outbound

This paper cites Fastpitch: Parallel text-to-speech with pitch prediction,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Fastpitch: Parallel text-to-speech with pitch prediction,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:11.001014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5f361644-17e6-46f0-a218-9ad3bd3cc1cf · outbound

This paper cites One tts align- ment to rule them all,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor One tts align- ment to rule them all,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:10.818672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 511571fd-7c12-4c64-8f79-a7ee29f2190a · outbound

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

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Robust speech recognition via large-scale weak supervision,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:10.651076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation abfc3dad-dccb-4466-af57-5ea8cc7679f7 · outbound

This paper cites Intelli-Z: Toward Intelligible Zero-Shot TTS.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Intelli-Z: Toward Intelligible Zero-Shot TTS

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:18:08.762666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 530febdc-55c3-44f4-912a-7c9f92ebaa57 · outbound

This paper cites Meta-stylespeech: Multi-speaker adaptive text-to-speech generation,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Meta-stylespeech: Multi-speaker adaptive text-to-speech generation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:10.472055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d4b4ffc6-4bca-48a4-b1be-c0671f60026c · outbound

This paper cites Language modeling with gated convolu- tional networks,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Language modeling with gated convolu- tional networks,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:10.306328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 908a9664-6277-4c40-80e4-df1aa557d70f · outbound

This paper cites Are Transformers universal approximators of sequence-to-sequence functions?.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Are Transformers universal approximators of sequence-to-sequence functions?

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:07.766917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92165529-cd1b-4943-bb4e-605d0103a483 · outbound

This paper cites Attention is all you need,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Attention is all you need,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:07.866011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c469f24b-e4da-4122-ade8-17851fad0e9d · outbound

This paper cites AdaSpeech: Adaptive Text to Speech for Custom Voice.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor AdaSpeech: Adaptive Text to Speech for Custom Voice

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:07.939965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2d9866a-37a3-49c7-8e15-4baa6a3afb64 · outbound

This paper cites Layer Normalization.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Layer Normalization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:08.017944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083a2173-1554-4c3a-90aa-8c2f0ab27e0a · outbound

This paper cites LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:08.101378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e2af530-5dc2-40a6-a0ab-88ff40be5f0e · outbound

This paper cites Superseded-cstr vctk corpus: English multi- speaker corpus for cstr voice cloning toolkit,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Superseded-cstr vctk corpus: English multi- speaker corpus for cstr voice cloning toolkit,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:10.122255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6581b744-62a3-4261-8cce-dfe4a0615a55 · outbound

This paper cites Real-time voice cloning,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Real-time voice cloning,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:09.965005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25fc11c5-65a4-45d8-9609-30220110d0d5 · outbound

This paper cites Generspeech: Towards style transfer for generalizable out-of-domain text-to-speech,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Generspeech: Towards style transfer for generalizable out-of-domain text-to-speech,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:08.382649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcbbaf2d-5d57-4e1b-ab85-35dafb344417 · outbound

This paper cites Hifi- gan: Generative adversarial networks for efficient and high fidelity speech synthesis,.

GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor Hifi- gan: Generative adversarial networks for efficient and high fidelity speech synthesis,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:18:09.743897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation ce835dec-c20b-42c4-a41d-7727afbeac8c · inbound