Paper Citation Record · LEDGER

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2507.08319.

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

pith.paper-citation-record.v1
2507.08319 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:27:55.344163Z

measured 29 of 29 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 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

29 of 29 outbound references displayed

verified exact2
verified fuzzy19
unresolved8
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 118ce986-8683-4f67-b85c-914848249615 · outbound

This paper cites Natural TTS synthesis by conditioning WaveNet on mel spectrogram predictions,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Natural TTS synthesis by conditioning WaveNet on mel spectrogram predictions,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:28:00.303298Z

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 076116c5-7b12-45cd-a9e9-c86b396fee5d · outbound

This paper cites A vector quantized ap- proach for text to speech synthesis on real-world spontaneous speech,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection A vector quantized ap- proach for text to speech synthesis on real-world spontaneous speech,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:28:00.139910Z

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 0ba30967-01a3-484a-aed5-4987af5df8b6 · outbound

This paper cites NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T18:27:53.306898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cce857c-0983-464f-aa9b-bf3fb64b0bad · outbound

This paper cites JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesis.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesis

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:27:53.371201Z

Source-reported events for the cited work

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Observation a7e6c808-0da9-4274-8872-508aabc41bba · outbound

This paper cites JVS corpus: free Japanese multi-speaker voice corpus.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection JVS corpus: free Japanese multi-speaker voice corpus

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T18:27:53.408284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f5aa05-faf8-4f27-aaf1-02f64daaba7e · outbound

This paper cites SaSLaW: Dialogue speech corpus with audio-visual egocentric information toward environment-adaptive dialogue speech synthesis,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection SaSLaW: Dialogue speech corpus with audio-visual egocentric information toward environment-adaptive dialogue speech synthesis,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:28:00.001626Z

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 9c5e6160-1e19-4dc4-bd19-5887920dc80a · outbound

This paper cites LibriTTS: A Corpus Derived from LibriSpeech for Text- to-Speech,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection LibriTTS: A Corpus Derived from LibriSpeech for Text- to-Speech,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:59.830933Z

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 6c7597bb-db5c-49e4-abab-d249df0b0910 · outbound

This paper cites HUI-Audio-Corpus-German: A high quality TTS dataset,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection HUI-Audio-Corpus-German: A high quality TTS dataset,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:59.654498Z

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 62f70b8d-8166-4ea9-ab05-5e6223c11989 · outbound

This paper cites Text-to-speech synthesis from dark data with evaluation-in-the-loop data selection,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Text-to-speech synthesis from dark data with evaluation-in-the-loop data selection,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:59.459773Z

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 3da493c0-b1b5-47cc-afeb-a8ec8a9fa604 · outbound

This paper cites GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T18:27:53.805528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7914dd03-a75c-4d5e-8f23-4166ece8c479 · outbound

This paper cites JTubeSpeech: corpus of Japanese speech collected from YouTube for speech recognition and speaker verification.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection JTubeSpeech: corpus of Japanese speech collected from YouTube for speech recognition and speaker verification

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:27:56.070227Z

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 6b85a835-d610-44f8-988e-a93350e38124 · outbound

This paper cites J-CHAT: Japanese large-scale spoken dialogue corpus for spoken dialogue language modeling,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection J-CHAT: Japanese large-scale spoken dialogue corpus for spoken dialogue language modeling,

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-06T18:27:55.798236Z

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 d69bf310-070b-4da3-860b-9a5ff3263a86 · outbound

This paper cites Diversity-based core-set selection for text-to-speech with linguistic and acoustic fea- tures,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Diversity-based core-set selection for text-to-speech with linguistic and acoustic fea- tures,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:59.307447Z

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 3c4dc365-f55d-43d8-a1ee-2ef8d31ac6dd · outbound

This paper cites Deepcore: A comprehensive library for coreset selection in deep learning,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Deepcore: A comprehensive library for coreset selection in deep learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:59.104527Z

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 06b51cf2-0a94-47f6-94e7-b1153d5eb4db · outbound

This paper cites Active learning is a strong baseline for data subset selection,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Active learning is a strong baseline for data subset selection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:58.887393Z

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 11ac99fe-fdc0-4a83-b293-35f9693a8e0a · outbound

This paper cites A survey of deep active learning,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection A survey of deep active learning,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T18:27:54.394528Z

Source-reported events for the cited work

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Observation 9f5f5c20-6de6-40fc-a736-759e88e9676e · outbound

This paper cites X-vectors: Robust DNN embeddings for speaker recognition,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection X-vectors: Robust DNN embeddings for speaker recognition,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:27:54.435303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed20ec0e-f874-44e8-87e5-edbf9143349b · outbound

This paper cites Ctc- segmentation of large corpora for german end-to-end speech recogni- tion,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Ctc- segmentation of large corpora for german end-to-end speech recogni- tion,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:58.648333Z

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 cb737d24-bba7-41c1-bd09-3916fc06a0f6 · outbound

This paper cites TTSOps: A closed- loop corpus optimization framework for training multi-speaker TTS models from dark data,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection TTSOps: A closed- loop corpus optimization framework for training multi-speaker TTS models from dark data,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T18:27:54.611739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 145f0d5d-2e25-44fc-a068-cd37d6de6161 · outbound

This paper cites Speaker generation,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Speaker generation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:58.324202Z

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 8362134a-5a44-41ed-84d7-06187d788644 · outbound

This paper cites Denoising diffusion probabilistic models,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Denoising diffusion probabilistic models,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:58.082996Z

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 b77b1d56-2df1-43db-a5f5-5d0b3149cfee · outbound

This paper cites Diffusion models are minimax optimal distribution estimators,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Diffusion models are minimax optimal distribution estimators,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:57.733283Z

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 bbc22d8c-fbac-4029-b886-a39061c92b22 · outbound

This paper cites Diffusion models in vision: A survey,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection Diffusion models in vision: A survey,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T18:27:54.858512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f265599f-8560-478f-bb09-eed3c25b8428 · outbound

This paper cites ITA corpus,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection ITA corpus,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:57.422205Z

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 9e0de4fd-0987-481c-9a7b-4b4e78aca670 · outbound

This paper cites FastSpeech 2: Fast and high-quality end-to-end text to speech,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection FastSpeech 2: Fast and high-quality end-to-end text to speech,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:57.190524Z

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 7487de70-b9b8-43ba-a8b6-5cab2e462676 · outbound

This paper cites HiFi-GAN: Generative adversarial net- works for efficient and high fidelity speech synthesis,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection HiFi-GAN: Generative adversarial net- works for efficient and high fidelity speech synthesis,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:57.046422Z

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 df9a00ab-2626-49c9-8afe-8d537cc4608e · outbound

This paper cites HiFi-GAN,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection HiFi-GAN,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:56.853905Z

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 9d0b883e-c82b-455e-89cb-38b3568a60ed · outbound

This paper cites FastSpeech 2-JSUT,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection FastSpeech 2-JSUT,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:56.623802Z

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 3e4dca15-a0b0-4d76-b67a-1ebfdfdbcebf · outbound

This paper cites x-vector,.

Active Learning for Text-to-Speech Synthesis with Informative Sample Collection x-vector,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:27:56.351789Z

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

No inbound Pith citation observations are available.