Paper Citation Record · LEDGER

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment

As of 20 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.02920.

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

pith.paper-citation-record.v1
2607.02920 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T06:06:46.343211Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
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malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e451ee52-f1e0-4d81-bd63-3a3c34a78ec3 · outbound

This paper cites Depressive disorder (depression),.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Depressive disorder (depression),

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7d3bc50-4302-4854-8d60-c66367e7fa73 · outbound

This paper cites A review of depression and suicide risk assessment using speech analysis,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment A review of depression and suicide risk assessment using speech analysis,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 897f45b3-225e-46a3-aa50-fc868088f600 · outbound

This paper cites Clinical state tracking in serious mental illness through computational analysis of speech,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Clinical state tracking in serious mental illness through computational analysis of speech,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ca8d9af-d3f7-4b8a-9b85-61b7116d2a6c · outbound

This paper cites Speech as a promising biosignal in precision psychiatry,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Speech as a promising biosignal in precision psychiatry,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e838a15-a1a9-403d-9d33-4fc1b0085c1f · outbound

This paper cites HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0065a578-3380-411b-85c0-1ecfcb1eda17 · outbound

This paper cites WavLM: Large-scale self-supervised pre-training for full stack speech processing,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment WavLM: Large-scale self-supervised pre-training for full stack speech processing,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6565990b-9fe7-44b3-834a-21ead81d5500 · outbound

This paper cites Inves- tigation of layer-wise speech representations in self-supervised learning models: A cross-lingual study in detecting depression,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Inves- tigation of layer-wise speech representations in self-supervised learning models: A cross-lingual study in detecting depression,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9a4d282-efc8-4e3a-9c59-61378e3f44b7 · outbound

This paper cites Cross-Lingual Speech Emotion Recognition: Humans vs. Self-Supervised Models.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Cross-Lingual Speech Emotion Recognition: Humans vs. Self-Supervised Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc186c6c-d216-4c52-97d6-6dc7019893ee · outbound

This paper cites Decoupled weight decay regularization,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Decoupled weight decay regularization,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9eff775-018c-46d0-b401-88f3f224e06c · outbound

This paper cites ML-SUPERB: Multilingual speech universal performance benchmark,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment ML-SUPERB: Multilingual speech universal performance benchmark,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 995c2a1b-5130-4a20-8406-02f87c9ddd44 · outbound

This paper cites SUPERB: Speech processing universal performance benchmark,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment SUPERB: Speech processing universal performance benchmark,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15d0693-dbc9-442c-bb3e-b2270426f0be · outbound

This paper cites Does restriction of pitch variation affect the perception of vocal emotions in Mandarin Chinese?.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Does restriction of pitch variation affect the perception of vocal emotions in Mandarin Chinese?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a3d1f9e-0594-487d-aa44-cfe0ba7c705a · outbound

This paper cites Cultural variations in the clinical presentation of depression and anxiety,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Cultural variations in the clinical presentation of depression and anxiety,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809b2afc-193b-4a91-bb26-639eeafbf4ed · outbound

This paper cites Association between acoustic speech features and anxiety and depression symptoms across lifespan,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Association between acoustic speech features and anxiety and depression symptoms across lifespan,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1e87ae1-72f9-4c6f-a028-e9fede55573a · outbound

This paper cites Detecting depression with audio/text sequence modeling of interviews,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Detecting depression with audio/text sequence modeling of interviews,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9480a1de-2130-467c-98f0-2885f498b5c3 · outbound

This paper cites DEPA: Self-supervised audio embedding for depression detection,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment DEPA: Self-supervised audio embedding for depression detection,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3677867c-4038-4993-976c-4a15694b23b4 · outbound

This paper cites Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31300b47-655a-486c-a333-dd416ca6bd9f · outbound

This paper cites Layer-wise cross-lingual depression detection from speech: A HuBERT-based study on English and Mandarin,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Layer-wise cross-lingual depression detection from speech: A HuBERT-based study on English and Mandarin,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 385726b4-93e9-4106-aa42-e32500115b90 · outbound

This paper cites The distress analysis interview corpus of human and computer interviews,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment The distress analysis interview corpus of human and computer interviews,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b6e80b0-780d-46ab-9e31-8d88cb73e5c5 · outbound

This paper cites Semi-structural interview-based Chinese multimodal depression corpus,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Semi-structural interview-based Chinese multimodal depression corpus,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b89fd0-ea8e-43a6-88f6-6064f197a061 · outbound

This paper cites Supervised contrastive learning,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Supervised contrastive learning,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75d8fff7-cb43-47a9-8de8-8bb814179c2c · outbound

This paper cites Analysis and Comparison of Classification Metrics.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment Analysis and Comparison of Classification Metrics

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c8f3b0f-a948-483c-83e9-b255c823df41 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 796811d0-4d51-4176-9d0d-753194763b05 · outbound

This paper cites A VEC 2016: Depression, mood, and emotion recognition workshop and challenge,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment A VEC 2016: Depression, mood, and emotion recognition workshop and challenge,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae629191-8809-440a-8978-5c7c77ea0115 · outbound

This paper cites A VEC 2019 workshop and challenge: State-mindfulness and continuous emotion recognition,.

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment A VEC 2019 workshop and challenge: State-mindfulness and continuous emotion recognition,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T06:06:46.343211Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.