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Paper Citation Record · LEDGER

Beyond Words: Interjection Classification for Improved Human-Computer Interaction

As of 10 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2509.03181.

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

pith.paper-citation-record.v1
2509.03181 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:10:29.781985Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

48 of 48 outbound references displayed

  • verified exact15
  • verified fuzzy16
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e11071e0-1ed5-4138-ab54-9a0380b4b84b · outbound

This paper cites Interjections and emotion (with special reference to “surprise.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Interjections and emotion (with special reference to “surprise

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.167292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.538323Z digest=sha256:12001348dec325ad6fc3d77f7c04423c0a0257444dcf55ff0a4e5f544cae252c

Observation e903a4af-7553-4fe3-96d3-99fe3a9cf812 · outbound

This paper cites Interjections in English: Neglected but Important Aspect of Foreign Language Learning and Teaching.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Interjections in English: Neglected but Important Aspect of Foreign Language Learning and Teaching

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.159349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.542390Z digest=sha256:7b810bd4fc10975eecdebba061f39f561219f7f304b966301ce8e89b948e6638

Observation 5f101f67-ed38-4f2f-8784-45541e55340f · outbound

This paper cites On the margins of language: Ideophones, interjections and dependencies in linguistic theory.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction On the margins of language: Ideophones, interjections and dependencies in linguistic theory

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.149050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.546421Z digest=sha256:3ae518a375b70f997a8ba70e4f712fc2474e03c3093e373ec50eb9c029788e02

Observation 69bc705b-328f-48df-a829-247e0929fd2c · outbound

This paper cites Interjections as pragmatic markers.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Interjections as pragmatic markers

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.140678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.550442Z digest=sha256:6ab50ba9ce767c4b09d177eff7d5947eadaba67525f11519cd3c6d4c0cc55cac

Observation aa894ae4-7f81-44a8-8217-8e6cca86a051 · outbound

This paper cites Alexa, Siri, Cortana, and more: an introduction to voice assistants.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Alexa, Siri, Cortana, and more: an introduction to voice assistants

Reference 5

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unresolved
no resolver link, observed 2026-08-05T11:10:29.554385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.554385Z digest=sha256:a442f8c1f4ed9919859fb70b4c1f4a81e7f68544a23a772ff4a09d67a7953b9f

Observation 8087685e-2548-4476-8d0e-3c7a667564d8 · outbound

This paper cites User Experience Comparison of Intelligent Personal Assistants: Alexa, Google Assistant, Siri and Cortana.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction User Experience Comparison of Intelligent Personal Assistants: Alexa, Google Assistant, Siri and Cortana

Reference 6

Resolution
verified exact
doi, observed 2026-08-05T11:10:29.924823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.559096Z digest=sha256:e217a839d82add0e7a17cbdd96423f2187330d91c92694fc8f384a830ac0ec1a

Observation 98176c0b-8860-47be-ae51-e48a067d04a1 · outbound

This paper cites Talk to me: Exploring user interactions with the Amazon Alexa.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Talk to me: Exploring user interactions with the Amazon Alexa

Reference 7

Resolution
verified exact
doi, observed 2026-08-05T11:10:29.916945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.562816Z digest=sha256:d43f68fad2920403f86e7c2aabb701ada148c654c77bfe8047eeaab609d300cd

Observation eeabdeb6-c5fc-40b5-8c68-aaf9f6ad64bb · outbound

This paper cites The State of Speech in HCI: Trends, Themes and Challenges.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction The State of Speech in HCI: Trends, Themes and Challenges

Reference 8

Resolution
verified exact
doi, observed 2026-08-05T11:10:29.907821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.566091Z digest=sha256:bb7516b5fb51b11b2ee8dc5378496f598f1caa9af4657daf02711c5f1cc9ce77

Observation db661f19-112d-4659-9243-94eb3985ddcf · outbound

This paper cites Analysis of acoustic-prosodic features related to paralinguistic information carried by interjections in dialogue speech.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Analysis of acoustic-prosodic features related to paralinguistic information carried by interjections in dialogue speech

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.133506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.569216Z digest=sha256:4af1f56c8b6ce5ba357b7006fa1348c2981acc3041f9a7ea2f1be7e5e760b84d

Observation a3431df6-3aa4-4920-a71a-3ecb5bfe25e9 · outbound

This paper cites Speech Recognition: Keyword Spotting Through Image Recognition.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Speech Recognition: Keyword Spotting Through Image Recognition

Reference 10

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verified exact
local_arxiv, observed 2026-08-05T11:10:29.898406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.573109Z digest=sha256:20fbcd75c1a6b88fb30cd18c4f451ef213ee5b9dcf7db8200082eaf40d22571a

Observation 4a206349-001b-4b8a-84bf-a1744b1c1668 · outbound

This paper cites Speech emotion recognition using deep learning techniques: A review.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Speech emotion recognition using deep learning techniques: A review

Reference 11

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no resolver link, observed 2026-08-05T11:10:29.577200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.577200Z digest=sha256:6b1be672e0b900f78ebb81f98dbe0a11bf60b18605fe375f3e9271b71c121c42

Observation a3997033-d294-4e96-839f-8bc388429af7 · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 12

Resolution
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no resolver link, observed 2026-08-05T11:10:29.580555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.580555Z digest=sha256:d2683e05aa75d837039c0eba338e12de0bfdfaacafcbb4bf72a752c6b926c157

Observation 4715b7ee-5f10-4488-811b-cd5d45b712bc · outbound

This paper cites E2E-DASR: End-to-end deep learning-based dysarthric automatic speech recognition.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction E2E-DASR: End-to-end deep learning-based dysarthric automatic speech recognition

Reference 13

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T11:10:30.909056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.583566Z digest=sha256:26e5373bc9690772fe13b79105b6e09b0583092adb825fe63c299a6935f28647

Observation a0bf4fa7-f2c9-41e2-a31b-c9ced11d4a04 · outbound

This paper cites Introduction to acoustic event and scene analysis.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Introduction to acoustic event and scene analysis

Reference 14

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verified exact
doi, observed 2026-08-05T11:10:29.882133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.587016Z digest=sha256:8885e7faedccf9449da40a6ac0d5b8e783bf9a859c453371452855e2bf37005d

Observation 3870cefe-ced9-406e-9507-96625f6ba098 · outbound

This paper cites Benchmarking performance of object detection under image distortions in an un- controlled environment.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Benchmarking performance of object detection under image distortions in an un- controlled environment

Reference 15

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no resolver link, observed 2026-08-05T11:10:29.589990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.589990Z digest=sha256:3cc12e61ab1c892a0cc35a048773925028df6d2ab21c036941bfa4778a49c2fe

Observation 0060a853-20a1-49a6-a701-728d897c3362 · outbound

This paper cites Voices Obscured in Complex Environmental Settings (VOICES) corpus.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Voices Obscured in Complex Environmental Settings (VOICES) corpus

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:10:29.872248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.593075Z digest=sha256:6a1a94c9889da3565c2b763691c61d123147ac3c6575e4f49d69d9c7b588732a

Observation 9a578e45-8150-422f-9a67-64ee232b8bb3 · outbound

This paper cites A Review of Music Analysis Techniques.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction A Review of Music Analysis Techniques

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.125020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.596461Z digest=sha256:1b3a89e831f9baf8662c8baa2982dbc3c5e4090b03e8c7674e2651ba31b08109

Observation 9f886c07-ea8a-4482-adde-a6440d0f0f85 · outbound

This paper cites Semi-Supervised Multiple Source Localization Using Relative Harmonic Coefficients Under Noisy and Reverberant Environments,.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Semi-Supervised Multiple Source Localization Using Relative Harmonic Coefficients Under Noisy and Reverberant Environments,

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bda86121-0b3a-40b8-855a-25bd0a8f24ac · outbound

This paper cites Sound Event Detection in Urban Audio with Single and Multi -Rate Pcen,.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Sound Event Detection in Urban Audio with Single and Multi -Rate Pcen,

Reference 20

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no resolver link, observed 2026-08-05T11:10:29.609780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.609780Z digest=sha256:5ae3a8df1bed187add3cbef81f28ac58e05c4930bdd4684853e5cda28d887817

Observation 5904d3d0-6fac-4bb4-bab3-7b5e32a78b9c · outbound

This paper cites Analysis of speech recognition techniques.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Analysis of speech recognition techniques

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.117091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.613513Z digest=sha256:b1012710711a74341acf89ff7f9b570373af2ee3b77864bd97d0bc42a29a4df8

Observation e7c2f675-7418-4c44-b1aa-35963859dd77 · outbound

This paper cites MFCC-based recurrent neural network for auto-matic clinical depression recognition and assessment from speech.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction MFCC-based recurrent neural network for auto-matic clinical depression recognition and assessment from speech

Reference 22

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raw_fallback, observed 2026-08-05T11:10:30.427902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.620537Z digest=sha256:4d025d72e370aed62d417ba19bc3a191e9046be20f5e10cd85cdcd5239c5c776

Observation 6c232510-16a0-4a6a-89ee-1be82b9f5b3b · outbound

This paper cites No" - Informal no mmm mhm, uh-hu.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction No" - Informal no mmm mhm, uh-hu

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.178515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.532842Z digest=sha256:f332e475c2ca933cbb150ae7ee975146f3fb3c9f65641a551d474d40d6009b8f

Observation 6b123097-5366-4498-9d5d-4f6cf9baa812 · outbound

This paper cites an unresolved cited work.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Unresolved cited work

Reference 24

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verified exact
raw_fallback, observed 2026-08-05T11:10:30.507131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.617534Z digest=sha256:c23c5bec1a1375cc15a2543a433cb6b41182f6dab9ce04c2f07d5deef2092746

Observation 21256fde-147e-4d6b-b147-31948825d72b · outbound

This paper cites Bagged support vector machines for emotion recognition from speech.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Bagged support vector machines for emotion recognition from speech

Reference 25

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raw_fallback, observed 2026-08-05T11:10:30.302437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 7e6e2beb-83c6-4cb3-a022-8e36740eec81 · outbound

This paper cites Automatic speech recognition: Systematic literature review.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Automatic speech recognition: Systematic literature review

Reference 26

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metadata mismatch
raw_fallback, observed 2026-08-05T11:10:30.358793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.623478Z digest=sha256:fca12320999e96a6550864a972e264037eacee16f61400f7a0e9ce5068178951

Observation 4238f6b2-57bf-4453-b37b-75771071957b · outbound

This paper cites A systematic review of hidden Markov models and their applications.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction A systematic review of hidden Markov models and their applications

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T11:10:29.626782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.626782Z digest=sha256:3b58ffadf27c83e0035194a2bf1e7ce19f5ddb1181dfccfd66a3b7232a427f9d

Observation 2824c259-3c67-4971-9681-5941f2ce0831 · outbound

This paper cites Dynamic time warping (DTW) algorithm in speech: a review.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Dynamic time warping (DTW) algorithm in speech: a review

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.109051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.640184Z digest=sha256:dd41d21f6a797c212cdd83fd7d88e634878c2440dc2452dfb46dd552b8133bcb

Observation d2c0063c-3e43-4ce5-9983-14016a4e3132 · outbound

This paper cites Deep spoken key-word spotting: An overview.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Deep spoken key-word spotting: An overview

Reference 29

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metadata mismatch
raw_fallback, observed 2026-08-05T11:10:30.245528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.633326Z digest=sha256:b92a3967684437f219b3f879c9dc9ffe26478e8f0ec67407b497f0e8de087b6a

Observation 7a38f9d5-c950-487b-9633-7622ddd2b754 · outbound

This paper cites Audio adversarial examples generation with recurrent neural networks.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Audio adversarial examples generation with recurrent neural networks

Reference 30

Resolution
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no resolver link, observed 2026-08-05T11:10:29.637325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.637325Z digest=sha256:46ae57b1925ce829e4a9e48efafb2f22731a440a3f7d4815250eb713f2c4d172

Observation 4e789c28-d73e-4a5a-a9a5-cf75ae228347 · outbound

This paper cites A deep neural network-driven feature learning method for poly -phonic acoustic event detection from real-life recordings.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction A deep neural network-driven feature learning method for poly -phonic acoustic event detection from real-life recordings

Reference 31

Resolution
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no resolver link, observed 2026-08-05T11:10:29.648021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.648021Z digest=sha256:23900181ba58b0db39139fb5f4bab28e9c6d798d428e21917f70268bb080a50c

Observation 84c2b63e-c107-4a48-b0b4-c1624d6e949f · outbound

This paper cites Recent advances in end -to-end automatic speech recognition. APSIPA.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Recent advances in end -to-end automatic speech recognition. APSIPA

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.101831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.642547Z digest=sha256:b335e454fdbee24793a9034ec35ef63ef6f3a28b4f5926abec40d59f621adca9

Observation 520b8379-8e2d-476a-a26a-f5bb3add0d94 · outbound

This paper cites Survey on machine learning in speech emotion recognition and vision systems using a recurrent neural network (RNN).

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Survey on machine learning in speech emotion recognition and vision systems using a recurrent neural network (RNN)

Reference 33

Resolution
verified exact
doi, observed 2026-08-05T11:10:29.857069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.645593Z digest=sha256:66f6ae6108e859a6a3f9e4d9166ed0a73080b7d956c17951733cbed02b4f7cca

Observation 7fc97b93-18f1-4d4e-b276-96f56f85380b · outbound

This paper cites SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

Reference 34

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no resolver link, observed 2026-08-05T11:10:29.658446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.658446Z digest=sha256:7862014a6e2a07481c03a58b1ee5f44262b06f54251328f74f940ae9bff0ec3c

Observation c9e4d819-2b08-45e7-9e6f-49a9bf174e2b · outbound

This paper cites Improved Meta Learning for Low Resource Speech Recognition.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Improved Meta Learning for Low Resource Speech Recognition

Reference 35

Resolution
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no resolver link, observed 2026-08-05T11:10:29.651025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.651025Z digest=sha256:9d118be598f371f0a58b5e7b5eef6d01be846862e56a577cb7c6cb7661c6e334

Observation 804ee2a0-999f-4774-b100-8d85d0fa68b0 · outbound

This paper cites Improved Vocal Tract Length Perturbation for a State -of-the-Art End -to-End Speech Recognition System.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Improved Vocal Tract Length Perturbation for a State -of-the-Art End -to-End Speech Recognition System

Reference 36

Resolution
verified exact
doi, observed 2026-08-05T11:10:29.847164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.654748Z digest=sha256:cf6438ac576824c7e3e96f63c4b0536f2e3dcfa0dffa70b3e54ee2fadc0e7cce

Observation b7edacaf-5401-478c-9ae8-d63038e40fb5 · outbound

This paper cites The analysis of interjection types and emotional state used in “Sam & Cat.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction The analysis of interjection types and emotional state used in “Sam & Cat

Reference 37

Resolution
verified exact
doi, observed 2026-08-05T11:10:29.831953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.667784Z digest=sha256:a6d3b41907adfc543e8cf0900cad932a34365e1bf577d10bfa9974fad2e9d579

Observation a80227ee-b425-48df-9661-511f1264695c · outbound

This paper cites Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification,.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification,

Reference 38

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T11:10:30.058471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.662383Z digest=sha256:b844fb8d5a130cb70c0716906eb88a3a328ca76be304754a1a4df4844a490339

Observation d8794466-236c-4cab-93f1-a5495b46b949 · outbound

This paper cites Interjections oh! wow! gosh! ah! god! as a means of expressing emotions of personages in the novel ‘can you keep a secret’.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Interjections oh! wow! gosh! ah! god! as a means of expressing emotions of personages in the novel ‘can you keep a secret’

Reference 39

Resolution
verified exact
raw_fallback, observed 2026-08-05T11:10:30.001221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.664722Z digest=sha256:b82110b46d4e375d6ef92966143bc830cfb6f9fb00b7a71e4acf980268f07512

Observation 5144b8d1-760d-4819-a219-b7ab7319379f · outbound

This paper cites Fear emotion classification in speech by acoustic and behavioral cues.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Fear emotion classification in speech by acoustic and behavioral cues

Reference 40

Resolution
verified exact
doi, observed 2026-08-05T11:10:29.805721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.678091Z digest=sha256:71c94a9e96472ef9bd280a44fc85243a753187706ca7821d54cb2fd6b82a482b

Observation 217ffc92-fe61-466d-8a3d-6a9e89003510 · outbound

This paper cites Spontaneous Conversational Speech Synthesis from Found Data.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Spontaneous Conversational Speech Synthesis from Found Data

Reference 41

Resolution
verified exact
doi, observed 2026-08-05T11:10:29.823872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.670953Z digest=sha256:5f946397d58994b2c7bbd0c5a21a3e82733ba2bb6779129d0139c93ec2564170

Observation de2d0b70-de0c-4fba-b0fe-9dc9be356668 · outbound

This paper cites A Large-Scale User Study of an Alexa Prize Chatbot: Effect of TTS Dynamism on Perceived Quality of Social Dialog.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction A Large-Scale User Study of an Alexa Prize Chatbot: Effect of TTS Dynamism on Perceived Quality of Social Dialog

Reference 42

Resolution
verified exact
doi, observed 2026-08-05T11:10:29.814240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.674476Z digest=sha256:557de86276e2929cdebe23f2d722a9038776d8e629898e2bab32c9c875453f68

Observation cc5bcdd9-1590-4656-8506-7a21f321362a · outbound

This paper cites Speech emotion recognition system with librosa.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Speech emotion recognition system with librosa

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.078180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.772631Z digest=sha256:acfc6b45f0006c3b58c3e90dd52c0e02c292b2f63fea948f85cf8e3c681c4281

Observation 4cd201db-8abc-41b7-b78c-e423b268f688 · outbound

This paper cites U.S. Patent No. 9,997,172.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction U.S. Patent No. 9,997,172

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.094734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.766587Z digest=sha256:a60bb25c0f7f772c68eb33b0715e9039d4fd1e964bdfcb33c68d1dd52e2e2479

Observation f3ab62f1-b4a7-4c75-aa30-ce1b1e1c6253 · outbound

This paper cites librosa: Audio and music signal analysis in python.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction librosa: Audio and music signal analysis in python

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.086280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.769889Z digest=sha256:0359293bab08399ddabfbc5797d96904fb3ffe38175b7337d095e111d3fa8536

Observation d26edc98-ba84-498e-a479-c128e4317a56 · outbound

This paper cites Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.050312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.781985Z digest=sha256:452022fafeceeef407d1c390af18b570bcf44b34818f56f2a192430808aa60b8

Observation 006e6e15-8465-45ba-af01-2d408d5bd19e · outbound

This paper cites Pysox : Leveraging the audio signal processing power of sox in python.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Pysox : Leveraging the audio signal processing power of sox in python

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.067798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.775298Z digest=sha256:33962ca93434557cfd5c21594655d8e11510e5e076cba54012aa40583cf86c05

Observation e6d04090-b8bd-4064-ab3e-94d7b8a4b591 · outbound

This paper cites Speaker identification using a hybrid cnn -mfcc approach.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Speaker identification using a hybrid cnn -mfcc approach

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:10:31.059102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.778901Z digest=sha256:67e1396695279153fc1316c09a2f22abb3fdf0bc25c3a0c2c0a28cb81fc9adc6

Observation fefb47f0-ced7-4ecf-a66a-4ea9f8f65e86 · outbound

This paper cites an unresolved cited work.

Beyond Words: Interjection Classification for Improved Human-Computer Interaction Unresolved cited work

Reference 2018

Resolution
verified exact
raw_fallback, observed 2026-08-05T11:10:30.761834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T11:10:29.600294Z digest=sha256:632957361409261d97b503ad28feb9e0fee1def6fc319042e3f5c29b99eeece5

Pith citing papers

No inbound Pith citation observations are available.