Paper Citation Record · LEDGER

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation

As of 3 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2603.17061.

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

pith.paper-citation-record.v1
2603.17061 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T23:22:57.258437Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T23:22:57.258437Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8fb87d56-3bd1-41fe-b2d7-4a2543542dd0 · outbound

This paper cites Although this shift enables large- scale and ecologically valid speech sampling, it also introduces two core challenges for prosodic data collection and analy- sis.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Although this shift enables large- scale and ecologically valid speech sampling, it also introduces two core challenges for prosodic data collection and analy- sis

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 416fb20b-a8a8-4991-b3c7-a007aecbc146 · outbound

This paper cites Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

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Observation 2048ee08-fe57-42b7-9a3a-0fb31266d20b · outbound

This paper cites How do you feel right now?.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation How do you feel right now?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

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Observation 4b4b0c75-b729-4140-965d-7970d05ee72c · outbound

This paper cites an unresolved cited work.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

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Observation eb4a5a4f-891c-4aff-86b7-632756594dd1 · outbound

This paper cites an unresolved cited work.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

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Observation 5129c5a8-b3d9-45e1-8409-86b353760b85 · outbound

This paper cites This project was supported by the Swiss National Science Founda- tion (SNSF) under project number 215303 and a scholarship of the German Academic Scholarship foundation.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation This project was supported by the Swiss National Science Founda- tion (SNSF) under project number 215303 and a scholarship of the German Academic Scholarship foundation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb97b697-100c-4e73-8a18-3275db995e69 · outbound

This paper cites Fabla: A voice-based ecological as- sessment method for securely collecting spoken responses to re- searcher questions,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Fabla: A voice-based ecological as- sessment method for securely collecting spoken responses to re- searcher questions,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee33f929-370d-4d2f-aa8f-404cfdd6a90a · outbound

This paper cites The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34a1af34-2982-4645-b34f-4c66b75e8168 · outbound

This paper cites When emotional prosody and se- mantics dance cheek to cheek: ERP evidence,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation When emotional prosody and se- mantics dance cheek to cheek: ERP evidence,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa8ad95-2fed-4af4-84fb-c16f0c502f2c · outbound

This paper cites Emotional Speech Processing at the Intersection of Prosody and Semantics,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Emotional Speech Processing at the Intersection of Prosody and Semantics,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

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Observation d45d10cb-2f66-49be-b02e-4364139b352b · outbound

This paper cites IEEE recommended practice for speech quality mea- surements,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation IEEE recommended practice for speech quality mea- surements,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

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Observation 924edd85-8ef8-41b1-8af8-fd491eb2b285 · outbound

This paper cites IEMOCAP: Interactive emotional dyadic motion capture database,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation IEMOCAP: Interactive emotional dyadic motion capture database,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

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Observation b887f4ff-d4aa-4aa1-9878-f51518a2f5c0 · outbound

This paper cites (Not) hearing happiness: Predicting fluctuations in happy mood from acoustic cues using machine learning,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation (Not) hearing happiness: Predicting fluctuations in happy mood from acoustic cues using machine learning,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a20dfb6-24b9-4205-a607-951c2b9a3acf · outbound

This paper cites Towards privacy- preserving conversation analysis in everyday life: Exploring the privacy-utility trade-off,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Towards privacy- preserving conversation analysis in everyday life: Exploring the privacy-utility trade-off,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35b0a7a7-eb9b-4a0e-87fc-bd7182796c98 · outbound

This paper cites On- Device Speech Filtering for Privacy-Preserving Acoustic Activ- ity Recognition,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation On- Device Speech Filtering for Privacy-Preserving Acoustic Activ- ity Recognition,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d774fb5-e3dc-4c69-a16e-e0e15e486192 · outbound

This paper cites FRILL: A Non-Semantic Speech Embedding for Mobile De- vices,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation FRILL: A Non-Semantic Speech Embedding for Mobile De- vices,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1fb26b4-eb4f-4385-b1a2-a96be901bead · outbound

This paper cites Emotional Speech Perception: A set of semantically validated German neutral and emotionally affective sentences,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Emotional Speech Perception: A set of semantically validated German neutral and emotionally affective sentences,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f5c3894-46a9-4133-85ea-dc7a02929104 · outbound

This paper cites openSMILE: The Mu- nich versatile and fast open-source audio feature extractor,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation openSMILE: The Mu- nich versatile and fast open-source audio feature extractor,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

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Observation a904c6c3-99e5-4a45-92f6-c9f5c336eb55 · outbound

This paper cites The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for V oice Research and Affective Computing,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for V oice Research and Affective Computing,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

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Observation e4955788-88d9-4177-8793-dad680ef15a8 · outbound

This paper cites The INTERSPEECH 2016 computational paralinguistics challenge: Deception, sincerity & native language,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation The INTERSPEECH 2016 computational paralinguistics challenge: Deception, sincerity & native language,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b391994c-99b1-4891-80c1-267eb4a31835 · outbound

This paper cites Basic Protocol: Smartphone Sensing Panel Study,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Basic Protocol: Smartphone Sensing Panel Study,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce0bfe2f-d127-4485-8c68-8173d8615bb4 · outbound

This paper cites Remote Smartphone-Based Speech Col- lection: Acceptance and Barriers in Individuals with Major De- pressive Disorder,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Remote Smartphone-Based Speech Col- lection: Acceptance and Barriers in Individuals with Major De- pressive Disorder,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4d92f37-3e40-432a-a6a0-a81d5c54d32f · outbound

This paper cites Accurate short-term analysis of the fundamental fre- quency and the harmonics-to-noise ratio of a sampled sound,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Accurate short-term analysis of the fundamental fre- quency and the harmonics-to-noise ratio of a sampled sound,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 520a45ec-4fe2-4e8e-9b15-a1f20891a309 · outbound

This paper cites Predicting Affective States from Acoustic V oice Cues Collected with Smartphones,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Predicting Affective States from Acoustic V oice Cues Collected with Smartphones,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae61622c-da32-4431-a108-49aa72cc3cf4 · outbound

This paper cites A Circumplex Model of Affect,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation A Circumplex Model of Affect,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e399394f-ccad-495c-8098-87715e4d4a68 · outbound

This paper cites Acoustic profiles in vocal emo- tion expression,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Acoustic profiles in vocal emo- tion expression,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

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Observation a5aab561-05f4-4fc6-af69-6c409e55808a · outbound

This paper cites V oice analytics in the wild: Validity and predictive accuracy of common audio- recording devices,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation V oice analytics in the wild: Validity and predictive accuracy of common audio- recording devices,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

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Observation d54c5c81-ea02-4f42-9858-c31aad63cd70 · outbound

This paper cites Assessing the reliability of single-item momentary affective measurements in experience sampling.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Assessing the reliability of single-item momentary affective measurements in experience sampling

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6c752fb-3e2e-48a9-8ff8-b0ad8bd69431 · outbound

This paper cites The V oicePrivacy 2020 Challenge: Results and findings,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation The V oicePrivacy 2020 Challenge: Results and findings,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b28f8fee-cd50-47e3-99f4-f43901d6f40e · outbound

This paper cites Convolutional neural networks for small-footprint keyword spotting,.

Collecting Prosody in the Wild: A Content-Controlled, Privacy-First Smartphone Protocol and Empirical Evaluation Convolutional neural networks for small-footprint keyword spotting,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-13T23:22:57.258437Z

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Pith citing papers

Observation 416fb20b-a8a8-4991-b3c7-a007aecbc146 · inbound