Paper Citation Record · LEDGER

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

As of 9 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 7 inbound Pith citation observations for arXiv:2508.04195.

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

pith.paper-citation-record.v1
2508.04195 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:51:32.702267Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:01:52.696984Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T14:25:02.434510Z

Reference resolution

38 of 38 outbound references displayed

verified exact2
verified fuzzy6
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7329c7c-d665-42d1-83e9-0297e80d850d · outbound

This paper cites , " * write output.state after.block = add.period write newline.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:29.419290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72272a94-9074-45d3-9444-56577ac6960d · outbound

This paper cites write newline.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:29.470752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 001b74c3-9d4b-4ac2-b2fd-de1a1b7f24b0 · outbound

This paper cites FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:29.524524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc2d1ba8-8745-4564-bf8f-7f57b24c0aa9 · outbound

This paper cites Humane Speech Synthesis through Zero-Shot Emotion and Disfluency Generation.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Humane Speech Synthesis through Zero-Shot Emotion and Disfluency Generation

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:51:33.246231Z

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 f7251430-0160-4158-b836-a7496021ba59 · outbound

This paper cites BEATs: Audio Pre-Training with Acoustic Tokenizers.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:29.678062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d1e50e-b985-4320-bbcb-8f6a59ffe200 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:29.737750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ca561e2-bdbc-49fa-8171-9c771a950e8b · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:29.827602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3fbd9e7-19a0-47af-93b3-4c819a8ee3e5 · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:36.556797Z

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 ea8f7aa4-6cb6-4a43-a588-7b5dfc2e2fbf · outbound

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

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:29.957770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b679bf31-2d50-4682-94bf-78ffa0bfacc2 · outbound

This paper cites FunASR: A Fundamental End-to-End Speech Recognition Toolkit.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations FunASR: A Fundamental End-to-End Speech Recognition Toolkit

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:30.009070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15c7e2f3-41c4-4e96-ba2e-5ba58fe90610 · outbound

This paper cites Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:30.106597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89df5f50-df60-457b-bc39-d774e3dc31b9 · outbound

This paper cites F.; Ellis, D.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations F.; Ellis, D

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:51:36.375230Z

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 331361af-2510-447b-bd02-e88df15243df · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:36.216252Z

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 0deb0d0e-f8ba-4bf9-bad0-278bc699f7b0 · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:36.042699Z

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 c671d657-7cf7-46fc-a3ff-b7c02cdf8e9e · outbound

This paper cites FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:30.398007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b1c2fe0-0dfc-4965-84d1-e33b4bc65832 · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:35.882856Z

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 edc42f4b-f738-489b-bf02-57c465a9e932 · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:30.658204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee47a100-26eb-4ef5-ba87-838361fe724a · outbound

This paper cites Making Flow-Matching-Based Zero-Shot Text-to-Speech Laugh as You Like.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Making Flow-Matching-Based Zero-Shot Text-to-Speech Laugh as You Like

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:30.769766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b946c59-8ff3-4d57-96c4-14438a6cac74 · outbound

This paper cites S.; and Aslin, R.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations S.; and Aslin, R

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:51:35.727651Z

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 6f58bd19-c46a-484a-ba33-d99fb23b5c44 · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:35.582626Z

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 c48991fa-e5de-4190-a353-fa8ff95e2e32 · outbound

This paper cites M.; and Nass, C.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations M.; and Nass, C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:51:35.440905Z

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 7d22d4cb-c8e1-4550-a9c7-783d4027daf7 · outbound

This paper cites E.; Rohde, H.; and Corley, M.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations E.; Rohde, H.; and Corley, M

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:51:35.276295Z

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 4402f487-40f7-461f-be2d-02e40eaa173d · outbound

This paper cites EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:31.393989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90a046bd-2328-42d7-be3b-53404aae77a4 · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:35.131919Z

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 4d568a58-48f6-438a-bb20-7a83a32d2c25 · outbound

This paper cites W.; Xu, T.; Brockman, G.; McLeavey, C.; and Sutskever, I.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations W.; Xu, T.; Brockman, G.; McLeavey, C.; and Sutskever, I

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:31.540103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e61ee274-39f3-4365-b648-63172564e471 · outbound

This paper cites M.; Li, G.; and Du, C.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations M.; Li, G.; and Du, C

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:51:34.968392Z

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 f1c1672f-6204-4d98-aea6-49563bb65895 · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:34.794508Z

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 2ac5f453-ff97-419e-b111-48e6799535e2 · outbound

This paper cites UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:31.866776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 350cd4e5-6116-4810-85fa-692f7834aa6d · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:34.623200Z

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 85795783-f8c7-4e9e-9ce3-5e4595ae444a · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:34.396959Z

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 c679a6ea-d81e-483d-a059-f530be6fd47f · outbound

This paper cites A Survey on Neural Speech Synthesis.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations A Survey on Neural Speech Synthesis

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:32.131382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2447670-cbd6-4f8c-9fac-3720882b3d2a · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:34.094456Z

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 24c5b1c2-1b12-4404-9cba-5c97d514214d · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:33.881745Z

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 701de64b-c30b-4506-bb16-5bd8000d593d · outbound

This paper cites DisfluencySpeech -- Single-Speaker Conversational Speech Dataset with Paralanguage.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations DisfluencySpeech -- Single-Speaker Conversational Speech Dataset with Paralanguage

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:51:32.888098Z

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 fe9c6c71-7323-4996-bf15-f3cd272cfa16 · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:33.665539Z

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 e1eb9f8d-3177-42f9-a402-81b86bc9775d · outbound

This paper cites E.; Thakker, M.; Tompkins, D.; Tsai, C.-H.; Li, C.; Xiao, Z.; Zhao, S.; Li, J.; et al.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations E.; Thakker, M.; Tompkins, D.; Tsai, C.-H.; Li, C.; Xiao, Z.; Zhao, S.; Li, J.; et al

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:51:33.505371Z

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 352d1629-f1fb-4857-a0c5-0c74c2bd5a9d · outbound

This paper cites Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:32.620801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3f16aa5-609e-407f-8418-baa6bc143a82 · outbound

This paper cites an unresolved cited work.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:33.368415Z

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.

Pith citing papers

Observation dc465a96-f3af-4c05-bdc3-c67a12c398db · inbound

OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models cites this paper.

OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:03:24.826968Z

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 610ee6e7-2250-4543-8895-9e5295d4fd57 · inbound

NVBench: A Benchmark for Speech Synthesis with Non-Verbal Vocalizations cites this paper.

NVBench: A Benchmark for Speech Synthesis with Non-Verbal Vocalizations NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:47:13.005685Z

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 ecc84b56-edce-420c-b44d-25ffcba4899c · inbound

TTS-PRISM: A Perceptual Reasoning and Interpretable Speech Model for Fine-Grained Diagnosis cites this paper.

TTS-PRISM: A Perceptual Reasoning and Interpretable Speech Model for Fine-Grained Diagnosis NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:21:09.976948Z

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 16435fef-12da-4d26-819a-82ef45fa8ac9 · inbound

Towards Fine-Grained Multi-Dimensional Speech Understanding: Data Pipeline, Benchmark, and Model cites this paper.

Towards Fine-Grained Multi-Dimensional Speech Understanding: Data Pipeline, Benchmark, and Model NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-13T04:07:13.507801Z

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 8eb7ae9c-ae45-4db1-b2f8-41d6733a6577 · inbound

Beyond Words: Towards Effective Modeling of Non-Verbal Vocalizations in ASR cites this paper.

Beyond Words: Towards Effective Modeling of Non-Verbal Vocalizations in ASR NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:37:29.604600Z

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 780fd3bc-2880-4093-a9f3-601039e19f43 · inbound

TriA Pipeline: A Large-Scale Automatic Audio Annotation Pipeline For Audio Classification In Specific Scenarios cites this paper.

TriA Pipeline: A Large-Scale Automatic Audio Annotation Pipeline For Audio Classification In Specific Scenarios NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-07-08T14:25:02.436023Z

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 d6960b66-d470-4ba4-9ba0-c4a9026b2694 · inbound

Transcription Policy as a Latent Variable: Activating Controllable Verbatim ASR with Word-Level Timing cites this paper.

Transcription Policy as a Latent Variable: Activating Controllable Verbatim ASR with Word-Level Timing NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T14:01:52.696984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.