Paper Citation Record · LEDGER

Multi-level Attention network using text, audio and video for Depression Prediction

As of 16 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:1909.01417.

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

pith.paper-citation-record.v1
1909.01417 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:21:59.373544Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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 exact1
verified fuzzy3
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c4d4e6b3-fd27-4375-a40a-91315e07a499 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.258360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f2d34928-e7fc-4314-ac03-91be6121f39b · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.243940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bd11c057-1e11-47fd-99fe-d01b32cd9fcb · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.223712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d1ea7ad5-e7e7-496a-a2b6-443f0daecc67 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.196992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f9770aa8-530f-4dc8-85ca-7dc656c5b9f1 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.173197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fbfde2b3-7e4a-42eb-a175-2edd805cc3b8 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.153945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7dab4d50-e28d-45a6-99d4-89a3c37022ba · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.138005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a557e138-6c80-4cfa-ae92-e7e624bf8d7e · outbound

This paper cites Universal Sentence Encoder.

Multi-level Attention network using text, audio and video for Depression Prediction Universal Sentence Encoder

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T05:21:59.153628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 234be69f-9db5-40a9-a303-a3c599392022 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.122811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d8a00ae5-8288-4d47-adf0-3940ae27be1d · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.106414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ee546305-f381-4606-a185-fe4c8a907d14 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.090469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 00d25c9c-7b71-40a8-97ca-7f540988f451 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.068376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 89e5bda1-aea9-47a6-97fd-7fff5099bc16 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.044810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2b188c16-7ea6-4e9e-a781-39abb367a4c4 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:22:00.016386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a695f667-91e5-44a0-ae07-d94c74d0a7e5 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.987638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7c8f7457-7098-4260-a03a-b0290707a9dc · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.969925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1aeddebd-f283-4810-a701-babdd36416ee · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.951053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 939a5dbf-dee0-4292-8e32-13e6c688205e · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.911634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 815b0f81-1e1d-494f-a91d-ea23905c080f · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T05:21:59.207350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a564502c-5f67-40c7-822c-d45bf224255d · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.870120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2dcfac41-7b7c-415e-9f4a-af6894a1c5bb · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.856511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 59f18367-ed53-459e-8d1f-823901221d4f · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.828967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a30c9a50-47aa-472c-b466-fa26520b6ad5 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.814572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3eb7477a-5aaa-43d2-89f7-8b7cda89d1cf · outbound

This paper cites IEEE Transactions on Computational Social Systems (2019).

Multi-level Attention network using text, audio and video for Depression Prediction IEEE Transactions on Computational Social Systems (2019)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:21:59.842041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation df325029-0236-4039-8426-d3bdbbaa52fc · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.787680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 84493e10-dc13-479e-a4e1-8506d0e58b33 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.775266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2fe9ca6a-b923-4afc-ae47-f861d8ee3010 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.801107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 243aa962-3d29-4c65-a540-d29d952cbd8b · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.746724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation acf0157d-ae59-4ed2-90f3-52940ac886a6 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.731439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b8da7b13-e236-4d45-a1c9-adc173fc16ca · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.761309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c7b9caf0-47fb-41ab-8209-280ce940b8d0 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.703213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 13c436ec-74ad-4c5b-a317-1ceb43f1bb25 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.683545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1e295e75-2452-4ee3-8501-4e60badf687d · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.716845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c66d5fb0-bc8d-4ea2-8e6f-25b5bb98ce92 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.647941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation faafb2bb-95a9-4c7c-b178-83576a4be606 · outbound

This paper cites openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit.

Multi-level Attention network using text, audio and video for Depression Prediction openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-14T05:21:59.460497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation db983357-7ffe-4b34-a544-fcb59c859764 · outbound

This paper cites The Verbal and Non Verbal Signals of Depression -- Combining Acoustics, Text and Visuals for Estimating Depression Level.

Multi-level Attention network using text, audio and video for Depression Prediction The Verbal and Non Verbal Signals of Depression -- Combining Acoustics, Text and Visuals for Estimating Depression Level

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T05:21:59.304346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53343eb2-a61a-4d5b-a8f3-201f32707f53 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.665490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c1b180c5-329f-4529-a702-f63ea2db50ae · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.599344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 56553ead-7d13-43e9-a5f3-c88a4294a987 · outbound

This paper cites Cost-sensitive Boosting Pruning Trees for depression detection on Twitter.

Multi-level Attention network using text, audio and video for Depression Prediction Cost-sensitive Boosting Pruning Trees for depression detection on Twitter

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T05:21:59.342024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c9c0730-942f-4c60-b930-615b14eef417 · outbound

This paper cites Schuller, Anton Batliner, Dino Seppi, Stefan Steidl, Thurid Vogt, Jo- hannes Wagner, Laurence Devillers, Laurence Vidrascu, Noam Amir, Loïc Kessous, and Vered Aharonson.

Multi-level Attention network using text, audio and video for Depression Prediction Schuller, Anton Batliner, Dino Seppi, Stefan Steidl, Thurid Vogt, Jo- hannes Wagner, Laurence Devillers, Laurence Vidrascu, Noam Amir, Loïc Kessous, and Vered Aharonson

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:21:59.633412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 19257691-6858-4a53-9925-ea6310fe80d5 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.619099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3f5caa6e-708d-4738-8202-8feb5ad34df3 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Multi-level Attention network using text, audio and video for Depression Prediction Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:21:59.559213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2bb5240c-8220-484a-b8e1-1e8e9f0c7033 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.542654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa74e115-b754-4a8d-a41b-cb9295ec96c5 · outbound

This paper cites AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge.

Multi-level Attention network using text, audio and video for Depression Prediction AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-14T05:21:59.347552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1799fd10-aeae-497a-98b6-b636afadc3e9 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.580398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8c3f8312-cdb5-435a-b374-d04ca0ddd4f6 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.530233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5be45d64-9402-4e0b-a060-7d68e33d3b14 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 2014

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.885646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b5a6d6ba-fc1f-414b-ae4b-3b9b9bfeb101 · outbound

This paper cites an unresolved cited work.

Multi-level Attention network using text, audio and video for Depression Prediction Unresolved cited work

Reference 2019

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:21:59.933865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.