Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:12:53.013701Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2412.17907.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:12:53.013701Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-19T13:09:00.732889Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-19T13:12:18.328786Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9ebee6ba-164e-48c9-a20f-5ffdfd519159 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Clinical judgment and decision making,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 32229b4e-2fc1-4b8d-8de3-9c8630d082b1 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Recognizing and reducing cognitive bias in clinical and forensic neurology,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ca42442d-e39a-42d2-a815-576bc305675b · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language 2001, PMID: 20669516
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f17bb0de-b918-4242-8094-39da471386bf · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Deep Facial Expression Recognition: A Survey,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e0cd19e-6228-44a1-8b73-ad51b4e441a6 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Facial Expression Recognition Using Facial Movement Features,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0909e3e3-6053-4ba8-aa91-86ed720f32ac · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Face Expression Recognition and Analysis: The State of the Art
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1e5bfe3f-d45d-4625-b0f8-8ace722e59cd · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language The first facial expression recognition and analysis challenge,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aa232255-b3d6-47b4-9827-4af29ca2a4dd · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Methods for Facial Expression Recognition with Applications in Challenging Situations,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8aeaf978-b750-4291-94eb-e9a8c60feee9 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language A Comprehensive Review of Speech Emotion Recognition Systems,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20092761-14f4-4d2b-ab15-a78ee0f328c1 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Emotion Recognition from Speech Signals using Excitation Source and Spectral Features,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b4287f7b-5e5e-4b8c-9590-bda9d45d7e78 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2725f54-6b01-4b47-a644-28f33f95119a · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language LSTM Based Feature Learning and CNN Based Classification for Speech Emotion Recognition,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 08ff5162-447d-482e-aadf-a89c0e850ef3 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Emotion Detection using Natural Language Processing,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fbbc4a2a-a4a0-4f2c-b172-91e82063e68e · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Multi -Class Twitter Emotion Classification: A New Approach,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 24d7731b-13f5-4e1f-bbca-2a83084792f9 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Multi -class sentiment analysis on twitter: Classification performance and challenges,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7ec63b1-148a-4c6f-8e1e-e905837b3c1c · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Multimodal Emotion Recognition Using Deep Learning Techniques,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d36e9701-d610-4b17-acff-bbdd02b21e47 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b2fd57b-ca8b-4375-9962-77e7cd10cbb1 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language FAF: A novel multimodal emotion recognition approach integrating face, body and text
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2a12803-8536-4811-8a9e-bbd88128a9ed · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Multimodal mixed emotion detection,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1faa4991-9f4f-44fb-ace7-84ae0cc8f31b · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Multimodal Emotion Recognition using Deep Learning,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1a72f3ef-0300-41ff-8357-976fd655df90 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Exploring Fusion Methods for Multimodal Emotion Recognition with Missing Data,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f72d0890-0fce-4a35-b989-ebd2f3bfe761 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Kraack, Face Expression Recognition, GitHub repository, Nov
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6d65d590-5c1b-4972-8e9a-b3284dabf077 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Kraack, Body Movement Analysis , GitHub repository, Nov
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 563e03cd-f6d0-4ca2-a6eb-64536293ffaa · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Kraack, Voice Emotion Detection , GitHub repository, Nov
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 48dde625-0af0-4e2d-bc02-f8e6d81cb213 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Kraack, NLP Emotion Recognition, GitHub repository, Nov
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8795e881-f0ee-43fe-916d-c99de0b44a90 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Kraack, Multimodal Emotion Detection, GitHub repository, Nov
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a04c7b7a-e5c8-4979-8eaf-efe493ef72ca · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language An ingroup disadvantage in recognizing micro -expressions,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e842ec7f-06d9-49ab-9870-1b30863b8222 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Life Events and Mental Status: A Longitudinal Study,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bf159404-c667-4064-ae4a-5996fefa1159 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Compassion fatigue and global compassion fatigue in practitioner psychologists: A qualitative study,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fd27f303-cc89-4814-a8b1-12eb8bae672b · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Fatigue among clinicians and the safety of patients,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a8453b62-c469-4662-93d6-baaa188facff · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Breaking the taboo: Eight Swedish clinical psychologists’ experiences of compassion fatigue,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39cb478e-b901-45e1-96fd-9057819f1afe · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Anatomy of an epidemic: Psychiatric drugs and the astonishing rise of mental illness in America,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0215af87-6d80-46d3-b225-1ba990433aa3 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Diagnostic error in mental health: A review,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 43a32f55-12b6-49ca-85f4-aab8c3cbcdac · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Overdiagnosis of mental disorders in children and adolescents (in developed countries),
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 84af9f63-efdb-49ca-b087-28518cec31d6 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Deep convolution network based emotion analysis towards mental health care,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c35abe59-72c7-448d-954a-6122a38b6b88 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Spoken Language Derived Measures for Detecting Mild Cognitive Impairment,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cf75366-d35a-4b3f-b18f-b23bd0a31c3f · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Challenges in representation learning: A report on three machine learning contests,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c1345eb-a344-4116-9df2-e73f8fcdc9e8 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Reliable Crowdsourcing and Deep Locality - Preserving Learning for Unconstrained Facial Expression Recognition,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 398b7574-f1be-4b06-9642-df27b320b752 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language The Extended Cohn -Kanade Dataset (CK+): A complete dataset for action unit and emotion -specified expression,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71f4d74f-d433-4c16-9453-9c0ac636019b · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language OpenCV: Open Source Computer Vision Library,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f17bb3a2-a29f-4358-991e-364a28910787 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language TensorFlow: An open -source machine learning framework,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d64508d2-800e-4911-b201-9021a0036327 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language dlib: A toolkit for machine learning,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 883a0015-19d2-4ed2-95fa-6c4974eafd49 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language MediaPipe’s pose estimation model,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b3346239-5900-4e00-a4cf-af80cdc48d33 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language CREMA -D: Crowd -Sourced Emotional Multimodal Actors Dataset,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d88a1c60-ce1e-4d28-8e12-35d2aa3cc153 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language The Ryerson Audio -Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 735aa473-34d9-40f2-95f6-5ee05168211c · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Surrey Audio -Visual Expressed Emotion (SAVEE) Database,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 034c815e-3b9c-49f3-a0c0-33febe6d9e3a · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Toronto Emotional Speech Set (TESS),
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fb252cb0-c5b7-4a0c-ba12-2a8112fabda3 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Emotional voice conversion: theory, databases, and ESD,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5904aa00-bc7c-4858-b98d-3e9e525ae597 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Seen and Unseen Emotional Style Transfer for Voice Conversion with A New Emotional Speech Dataset,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12cea9fd-67f3-4647-af60-348bbcd54ca7 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language MELD: A multimodal multi -party dataset for emotion recognition in conversation,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 493c758b-e5f5-4c5b-8dcc-55696891b75e · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language EmotionLines: An Emotion Corpus of Multi-Party Conversations
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ce4cc61-84e7-48cb-8078-0f410d9d9e05 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language GoEmotions: A dataset of fine -grained emotions,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e3b84d1a-39c6-4c2a-96a0-f74c7a80d7fb · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Emotion dataset for NLP tutorial,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 994ae0b0-42d1-4064-81f7-bca0dc236dc9 · outbound
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a36e844a-ec4e-48bb-be07-0769f1117d8e · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Twitter sentiment classification using distant supervision,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 110da178-2122-4aab-912d-281b14475850 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Whisper: A general -purpose speech recognition model,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3d1cac26-fea9-49b2-9cd0-500b71bb7c80 · outbound
A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language Available: https://github.com/kraack - tech/multimodal_emotion_detection
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7e3d44f3-749d-4caf-b5fe-1aa07dfccaa6 · inbound
BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Digital Behavioural Change A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a7185d3c-2719-40ec-af3e-1e41b9d5cc24 · inbound
Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.