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Paper Citation Record · LEDGER

Beyond Words: Interjection Classification for Improved Human-Computer Interaction

As of 8 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 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.538323Z digest=sha256:5404d8b7a6e128fa5bedce52eaa9fc96ed6e8d3f8cffa17c3add74476023a5de

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.542390Z digest=sha256:599e6a5d335432e1ffd22a7fa81fc441b15cfadf580b799bde91e169ba5f7bf2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.546421Z digest=sha256:b53a6a182b315d59839758b6dffca914ea0f0d4193d5456c0f8d4d10997bb8c4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.550442Z digest=sha256:3c0321cfdc0d9da3968556cd47dcd8c577831f5924ed8016c12cbe5aac9db490

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

Resolution
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=sha256:44300c7f57e3806ead4fe2d5c30c643e1c7bbd9b71f570b924459b2d4ecd5ae2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.559096Z digest=sha256:a3815ab89819d8fcc5fb643816333bf9fc80ef576fe7a2361b885326c209e6a5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.562816Z digest=sha256:673b641d7519ab7f3fbcc8dbeb22b4175e97f7e5c399d2e3103593333929cc88

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.566091Z digest=sha256:42d81922a0b135657c97a3e188992f294ab4cf8a1b42e51430a94fffa9d50120

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.569216Z digest=sha256:e8bfcf3e28e13bf22c6f52d950a40160938a8809be52c4b05f190acfe6f15d4b

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.573109Z digest=sha256:32a3e7c6871a2ad34624bc2da4d14cfa8312aad4f8458e156909a21e82a2443a

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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unresolved
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=sha256:202a4f649128ebe61d55090ef900627c67281515815814970f69d76cb1080f1d

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
unresolved
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=sha256:28aebbd4ae795a7d07983490db32640392bc26df19eafe5114b7360ccc24dc01

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.583566Z digest=sha256:7f46e33aaba9fba15e345947f3d370d86997c4367278e77adf15d5ecd140cb31

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.587016Z digest=sha256:7843de96a96256e11a163bdfe9cc8bab215866fc7869afe393188fc62be0ec42

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

Resolution
unresolved
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:d9ca36f75213d4f72c0b3b42895a993bf1016f9b202f911b3b9f1c38ee2ad22c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.593075Z digest=sha256:8bea3a81c7665b7ac9f40f0f3a3f24fbf885bd930fb63362649feb71edfcf14e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.596461Z digest=sha256:7955f80898e4c60881c1c9ddf233e1a0f42b2b6643d4c13bf0d1ae8c2054226b

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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no resolver link, observed 2026-08-05T11:10:29.606953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:10:29.606953Z digest=sha256:362b02320f6104adff86e0c11a17237122666acebb35b0d10a5cd04c323de6c3

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

Resolution
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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=sha256:106033ecc12e644476818b93910d1b0c0b40f1ba5f756c0a8e47df10f2235378

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.613513Z digest=sha256:8ad7038a19fee2355b503dc1e1b1ca6996c87f6a8189b8bd6b553315bdb7aa60

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

Resolution
metadata mismatch
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.620537Z digest=sha256:40beaaf324a03674c2757fc2c3e78f2deaee2f14c0eb41e09cc0ce67f6dab1a6

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.532842Z digest=sha256:61f55e9be88ceb235db9d1198c11d3c4c07cf1054d27a0bb1266ece7de2dae9b

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.617534Z digest=sha256:84b3c5fb57d936ef1734b254b7ba1cf374b3ff9a0c7ee6a4dfa83fd41e2a9f2d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.630212Z digest=sha256:238b750a29d5a7d91967e614dcab81b0d0bbcfe0bf9f751dfcd16c20695f145a

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.623478Z digest=sha256:e8aa9d8247cbfbad27e46f46cc443fe5ceffc08b5ef344b27b90b8a0a326598e

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:fa6c0c482366c00fb4765ee562fd22dc038d62ffd2ade4f5dbfdf9caf3f1b574

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.640184Z digest=sha256:c367f8c2c0ba3fb25cf909dedae513fc017c438bb2f46f1df2a315f3d0de2dbb

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.633326Z digest=sha256:a1b8ea9a954542c9d70e386c8f95e6d7fa2c9a8c176338897ed7b3936adb6dc6

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
unresolved
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=sha256:39fe113a5f10716c6a2ef7090945bf5f48c1d64c16fc43e0174a81796f428bdd

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
unresolved
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=sha256:3c2bd70e6b4eeb04d9a353e624224da93ad276ddbf15624cf9ff9a786eb7b0ef

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.642547Z digest=sha256:dcc3a2c9ad28d074e74a310578f2da37d667728bd28377891eda2c373c8cd710

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.645593Z digest=sha256:9e3ae8cccdc0b7711473e392c510f7399686c011f3e50dd5a76ddfd2244542de

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

Resolution
unresolved
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:e3db6f6a5da2fdb9bc7c0112a59376bb4d78ea06b7ae9231497717c9fd07c409

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
unresolved
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=sha256:611305941071e1a065d1a9cb1d94addbd0acec1991a6854649d0f91de05a0a04

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.654748Z digest=sha256:0ed4a31ca0de41606cdd00fcf0ecf196d4a56095abd6946a67762f86cbef94e0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.667784Z digest=sha256:0b7b2c4b5b9aa2b042901b517971b60fd7c2516d3111be153c4cdd501c1aeb7d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.662383Z digest=sha256:6b65c47f46d09e5e47d48824107fd97e0804cd6702ca683ea33c2c1534ae8d31

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.664722Z digest=sha256:ce8d35746dc6d4161246645894391a3525d3c8b19f9934a8b033c2aba9146850

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.678091Z digest=sha256:4173b13081ddd1094335c0f8534988f048d779f94fb88ba444c27764b82678bc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.670953Z digest=sha256:8fac14846e39d000c2288a46bf8ac817f28f21e6ea5f18148bb116063cc99226

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.674476Z digest=sha256:b228afe19aced6f3ae1295108ff69cebbeb6de6e733c4c2253c71468f730de85

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.772631Z digest=sha256:efdc83a0bbdfb92809a90f34b6c06f18d667db3118dd94a8b7caa1ae7a856bb4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.766587Z digest=sha256:5c64f65a6711cf5b6cad41733fbb0844bc9c3924b3c2e727e1236e244d1a2f8b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.769889Z digest=sha256:57951a1f2d588dcfe05e0f59be1cf4ca56724424ca59eec8ea84dbd00c0c6b24

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.781985Z digest=sha256:0d945735cb8d66d24e544447e64ebb58cb72f440f1c150ff74053a956b4dabdd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.775298Z digest=sha256:4f21c2baa205766daca3d281d3ae03e6d207008418f8fc3ef2c5586f422e979a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.778901Z digest=sha256:f351cd86265ef1fa363668d49796e6f1a79a9ab75418eb37726a3bd2f9c97a5d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T11:10:29.600294Z digest=sha256:93d0fb91aa2f8c15b30deaf3525cadbd5f35007297909a2198d68107c1a3c983

Pith citing papers

No inbound Pith citation observations are available.