Paper Citation Record · LEDGER

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech

As of 20 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 7 inbound Pith citation observations for arXiv:2507.13155.

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

pith.paper-citation-record.v1
2507.13155 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:33:52.529621Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:33:51.285557Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T07:29:38.659519Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy19
unresolved20
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87a6fb74-2262-4a10-b581-2b52afeccdb6 · outbound

This paper cites an unresolved cited work.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:53.432586Z

Source-reported events for the cited work

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Observation 17cbd5b6-880e-436a-acf9-86d0458a3f91 · outbound

This paper cites NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:51.285557Z

Source-reported events for the cited work

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Observation 87b6ca65-a536-49ef-8070-21f464f6749a · outbound

This paper cites an unresolved cited work.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:53.414154Z

Source-reported events for the cited work

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Observation 4640025e-fd66-4e60-9cd7-9b696c71913a · outbound

This paper cites This section provides an overview of the original data sources and statistics on NVs and emotion tags in the resulting dataset.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech This section provides an overview of the original data sources and statistics on NVs and emotion tags in the resulting dataset

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.319474Z

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Observation 3e6d978e-6bb3-4801-a0f5-fa607411f383 · outbound

This paper cites an unresolved cited work.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:53.379293Z

Source-reported events for the cited work

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Observation 0d0ecdec-2b05-429e-87fb-814d88daded4 · outbound

This paper cites an unresolved cited work.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:53.358492Z

Source-reported events for the cited work

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Observation 92648493-7e94-424b-a7a2-da0930b4c6fc · outbound

This paper cites an unresolved cited work.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Unresolved cited work

Reference 7

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Source-reported events for the cited work

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Observation 5c900b21-5a91-4c08-b54b-ec8054b77bc8 · outbound

This paper cites an unresolved cited work.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Unresolved cited work

Reference 9

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Source-reported events for the cited work

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Observation 1f2ffd44-c7bd-43c3-8263-fe3ae21e1dc6 · outbound

This paper cites an unresolved cited work.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:53.277487Z

Source-reported events for the cited work

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Observation 136223d9-6618-4c43-a622-fe38b510f94f · outbound

This paper cites Psychosocial correlates of interpersonal sensitivity: A meta-analysis,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Psychosocial correlates of interpersonal sensitivity: A meta-analysis,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.258714Z

Source-reported events for the cited work

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Observation be52e254-b93e-436f-badb-81711579f6c9 · outbound

This paper cites Assessing the ability to recognize facial and vocal expressions of emotion: Construction and vali- dation of the emotion recognition index,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Assessing the ability to recognize facial and vocal expressions of emotion: Construction and vali- dation of the emotion recognition index,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.239573Z

Source-reported events for the cited work

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Observation f0b5e40c-2753-4cc2-837e-64baa21c24e3 · outbound

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

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens

Reference 13

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Source-reported events for the cited work

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Observation 5f720103-5c55-497f-8569-2b43f5e60094 · outbound

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

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.374067Z

Source-reported events for the cited work

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Observation 3df9789c-880d-424f-9593-7e72cccfea57 · outbound

This paper cites Laugh now cry later: Controlling time-varying emotional states of flow- matching-based zero-shot text-to-speech,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Laugh now cry later: Controlling time-varying emotional states of flow- matching-based zero-shot text-to-speech,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.212913Z

Source-reported events for the cited work

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Observation 6495cfa1-c7a6-4151-90ec-b9d1f291bc04 · outbound

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

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.399963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec980957-acff-4d6e-bef4-2e98a8a90eea · outbound

This paper cites V oxceleb: Large-scale speaker verification in the wild,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech V oxceleb: Large-scale speaker verification in the wild,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.404844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f2a9014-9bac-4237-a7ad-f46f3a6a3ce3 · outbound

This paper cites Open automatic speech recognition leaderboard,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Open automatic speech recognition leaderboard,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.030784Z

Source-reported events for the cited work

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Observation 82e7f93e-685f-4f97-8359-00dc2e24e634 · outbound

This paper cites The ami meeting corpus,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech The ami meeting corpus,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.183753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 55b09350-8484-4229-be2c-97a6204740ba · outbound

This paper cites Switchboard: Telephone speech corpus for research and development,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Switchboard: Telephone speech corpus for research and development,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.163738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6f692236-a839-436e-9766-43ccf61adefc · outbound

This paper cites Leveraging both the alignment and timestamps provided by the event detec- tion model, we accurately placed the non-verbal vocalizations within the transcription.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Leveraging both the alignment and timestamps provided by the event detec- tion model, we accurately placed the non-verbal vocalizations within the transcription

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.396771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 88a88369-b946-4c6e-82c4-e694627d2022 · outbound

This paper cites The fisher corpus: A resource for the next generations of speech-to-text.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech The fisher corpus: A resource for the next generations of speech-to-text

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.143526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7c55a010-8fd3-4f22-9795-ca8f18d08223 · outbound

This paper cites Jvnv: A corpus of japanese emotional speech with verbal content and nonverbal expressions,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Jvnv: A corpus of japanese emotional speech with verbal content and nonverbal expressions,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.108280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ca68a4a6-b1ac-4272-a745-d6c0f2d54fa6 · outbound

This paper cites Naturalistic emotional speech collection paradigm with online game and its psychological and acoustical assessment,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Naturalistic emotional speech collection paradigm with online game and its psychological and acoustical assessment,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.084336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 79602e4a-bfe0-4eec-9975-1136cfc0f26c · outbound

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

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.438991Z

Source-reported events for the cited work

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Observation 89261381-9e78-4f79-bcef-a759ffdab20e · outbound

This paper cites Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.444640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9476c68-7d09-408f-9f6d-7b2693086a8e · outbound

This paper cites Nsv-tts: Non-speech vocalization modeling and transfer in emotional text-to-speech,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Nsv-tts: Non-speech vocalization modeling and transfer in emotional text-to-speech,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.066327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7ff4ddb4-70d7-475a-8690-33ffa4198115 · outbound

This paper cites NeMo: a toolkit for Conversational AI and Large Language Models.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech NeMo: a toolkit for Conversational AI and Large Language Models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:53.049474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4b4dfea1-52eb-4dae-a4f3-d0f49e396936 · outbound

This paper cites Effective Pre-Training of Audio Transformers for Sound Event Detection.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Effective Pre-Training of Audio Transformers for Sound Event Detection

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.465078Z

Source-reported events for the cited work

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Observation f3bba382-7a63-45b7-8951-78252b3890d8 · outbound

This paper cites Audio set: An ontology and human-labeled dataset for audio events,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Audio set: An ontology and human-labeled dataset for audio events,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.471032Z

Source-reported events for the cited work

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Observation 3bb32298-9e66-4d1c-9679-1ef34d59f9cc · outbound

This paper cites Montreal forced aligner: Trainable text-speech align- ment using kaldi.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Montreal forced aligner: Trainable text-speech align- ment using kaldi

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:52.994602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8d5c5918-cc5c-4af4-a37a-a92b3612e791 · outbound

This paper cites emotion2vec: Self-supervised pre-training for speech emotion representation,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech emotion2vec: Self-supervised pre-training for speech emotion representation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:52.978404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b7bce535-03e2-4be4-999d-38d6fdc98af9 · outbound

This paper cites Argilla - Open-source framework for data-centric NLP,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Argilla - Open-source framework for data-centric NLP,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:52.960805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f5b54365-d866-4887-99ac-4736b7cce07b · outbound

This paper cites V oxceleb: A large-scale speaker identification dataset,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech V oxceleb: A large-scale speaker identification dataset,

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f2a65089-afe1-4259-971c-c2671b1493e9 · outbound

This paper cites V oxceleb2: Deep speaker recognition,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech V oxceleb2: Deep speaker recognition,

Reference 35

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T16:33:52.927795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1ecf28b2-5028-4614-8e14-aa4d94bf9dd3 · outbound

This paper cites Scaling rich style-prompted text-to-speech datasets,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Scaling rich style-prompted text-to-speech datasets,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.501162Z

Source-reported events for the cited work

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Observation aca2e5ff-5c90-42d7-b446-a3ac5b38c541 · outbound

This paper cites Optimizing speech emotion recognition with ma- chine learning based advanced audio cue analysis,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Optimizing speech emotion recognition with ma- chine learning based advanced audio cue analysis,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:52.910726Z

Source-reported events for the cited work

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Observation f69c1adf-6449-4cc9-ad92-2804265179dd · outbound

This paper cites Adam: A method for stochastic optimization,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Adam: A method for stochastic optimization,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:52.890637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0c4d69da-5457-4cf7-8fb0-b835cd3116a1 · outbound

This paper cites Wavlm: Large-scale self- supervised pre-training for full stack speech processing,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Wavlm: Large-scale self- supervised pre-training for full stack speech processing,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.515663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc61b10-9a91-4c62-8670-c84469c55788 · outbound

This paper cites Dnsmos: A non-intrusive perceptual objective speech quality metric to evaluate noise sup- pressors,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Dnsmos: A non-intrusive perceptual objective speech quality metric to evaluate noise sup- pressors,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.520873Z

Source-reported events for the cited work

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Observation 67803a5b-440f-4008-8c96-5f47244dae01 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech Robust Speech Recognition via Large-Scale Weak Supervision

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:52.525067Z

Source-reported events for the cited work

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Observation 035aa6dc-40d2-4327-891e-b82e7255f0eb · outbound

This paper cites SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python,.

NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:33:52.845826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 17cbd5b6-880e-436a-acf9-86d0458a3f91 · inbound