Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T05:50:07.388363Z
Paper Citation Record · LEDGER
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices
As of 23 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2411.19841.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:17:30.290214Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-15T16:17:30.595486Z
Reference resolution
65 of 65 outbound references displayed
- verified exact8
- verified fuzzy0
- unresolved56
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation df695be7-e340-4777-9c01-a37287ae3ddd · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.604579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b63bc7e6-5e87-4272-9836-f634d78d0c8e · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.591240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation be9128cf-9cab-49d2-be5d-da484e436519 · outbound
This paper cites Audio Spoofing Verification using Deep Convolutional Neural Networks by Transfer Learning.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Audio Spoofing Verification using Deep Convolutional Neural Networks by Transfer Learning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.118812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef74cf1a-5dfe-4731-b623-d8106a76b0b7 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.577446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 993934d3-6cda-40e4-9c4e-d3166f6ce7c7 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.563555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3950719a-cc1f-4021-b597-347cdf840209 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.548243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 40b06adb-62df-4cdc-9e64-fea358873622 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.137292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c10a8965-80c8-4fe8-b1b2-fa4da99f567e · outbound
This paper cites Ensemble Models for Spoofing Detection in Automatic Speaker Verification.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Ensemble Models for Spoofing Detection in Automatic Speaker Verification
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T05:50:07.971002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 64bdce52-b82e-4ce3-8191-59d3f1a0d0f1 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.534607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 64cb77d0-2717-46b7-8c81-e6a0ce78b7e9 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.520312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d0df6db2-c306-489b-9ece-5eeb7d58ba49 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.505823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation aba3049a-2950-465a-a1d4-ad0f35b1454c · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.492119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d8551588-5b35-444c-87fc-3e9382d29ed1 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.163599Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6601f59f-6ece-4d54-90d7-6222cbb8d4f8 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.469012Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6bccbaed-c2b6-4a45-9aa1-f8acc89efccd · outbound
This paper cites Self-Attention and Hybrid Features for Replay and Deep-Fake Audio Detection.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Self-Attention and Hybrid Features for Replay and Deep-Fake Audio Detection
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T05:50:07.951123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1af4344f-2b6d-4f05-99c4-9bb1e3fbb3e6 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.456065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8931742b-e5bf-45f1-9254-7ec713011c7e · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.442454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3bba9ac3-dc12-4582-adcd-3da778fd162e · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.429246Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2c0e4ccc-27d9-4ded-8235-1274658057c3 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.416345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 99235ff8-20b0-4895-8221-17dfd099f157 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.402916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 01d76e23-4d9c-4486-9861-7ab2c6662f24 · outbound
This paper cites Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.198106Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60c7ed5f-abf7-452c-b2be-87fdbea702da · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.389209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b9208c47-b80d-41cf-b954-67d3c5912d93 · outbound
This paper cites ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.206906Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f33d309-320b-4d2d-8a4b-0c2fb6c5a461 · outbound
This paper cites STC Antispoofing Systems for the ASVspoof2019 Challenge.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices STC Antispoofing Systems for the ASVspoof2019 Challenge
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.211416Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e5a3163-8f7e-47e2-915e-478e44c39356 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.375484Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3d3f9223-a525-40f1-857a-fb4712527e84 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.361757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 148a6b20-2b34-46af-8561-93fd424f1153 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.348698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c41ac74c-2653-492b-a045-f609705e0b68 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.335195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fb522ee9-5062-4df2-b7b6-717ce0cc2a58 · outbound
This paper cites Decoupled Weight Decay Regularization.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Decoupled Weight Decay Regularization
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.231854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75c47349-217b-4712-8c58-dcb5e9795be7 · outbound
This paper cites ConvNeXt Based Neural Network for Audio Anti-Spoofing.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices ConvNeXt Based Neural Network for Audio Anti-Spoofing
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T05:50:07.875241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 99884f3e-e232-4cc6-bdd5-574a7214ac6f · outbound
This paper cites RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T05:50:07.854518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3d076ef2-d96f-41d3-8f54-c248503c7f4e · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.321836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 42daa9de-5681-4dab-bd08-0a89d25ef55a · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.308700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d851946d-f51c-48e1-9cd3-7a3944a55706 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.253860Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c4116c3-816a-406f-aa20-18f3c42e1047 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.295401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e60cb16f-4ef5-45d3-9674-a7be25e3aef0 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.282080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 535ee1f2-97d5-448f-9304-5f00001b6569 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.268879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4dec6f91-5861-4643-8f0b-64ab16ac93d1 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.254762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f9a0d792-a5c3-42bb-82de-c9ce425bb1e3 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.241046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 06fabc46-17e1-4fa5-bd55-fc8ea7fc07ab · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.226249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b0e52c81-7a8a-400e-b372-5767c761b3af · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.212948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 32eba943-e3a0-4733-a689-caa9a749d43f · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 42
- Resolution
- verified exact
- raw_fallback, observed 2026-08-12T05:50:07.770396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9f823514-0023-4c35-abd5-ec3c69abae40 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 43
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-12T05:50:07.699935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 49abefaa-dec3-4f01-b975-8a2af7972554 · outbound
This paper cites End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.297091Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4afc4b72-431c-4317-86cc-0731e9cd388d · outbound
This paper cites Spoofing Attack Detection using the Non-linear Fusion of Sub-band Classifiers.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Spoofing Attack Detection using the Non-linear Fusion of Sub-band Classifiers
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T05:50:07.574358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0cefc054-e14a-419f-a73b-5dea9e23fba4 · outbound
This paper cites Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.305874Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2350c88-99a0-42e6-9496-bc17f50ae9c6 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.199609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ed5760a4-dce6-4da2-b214-2edac2f7e6ce · outbound
This paper cites ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.314627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9337b361-25bc-47bb-a26f-8cc34d539b62 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 49
- Resolution
- verified exact
- doi, observed 2026-08-12T05:50:07.424355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 069c5163-d03b-4968-a759-e383bd02818d · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.185719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 83d38801-be20-40f2-b901-841a035ee1b3 · outbound
This paper cites A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.327339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c14bee5-a745-4300-ab0b-67a831f56a94 · outbound
This paper cites Investigating self-supervised front ends for speech spoofing countermeasures.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Investigating self-supervised front ends for speech spoofing countermeasures
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.331825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cfffead-6360-4ba5-a661-6e87207475bf · outbound
This paper cites Light Convolutional Neural Network with Feature Genuinization for Detection of Synthetic Speech Attacks.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Light Convolutional Neural Network with Feature Genuinization for Detection of Synthetic Speech Attacks
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.336349Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2c248ad-9472-47e6-bcd1-8fe022f2f4c1 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.170917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6d19dcca-eefd-47e5-8988-88bb966c1a1b · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.344659Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 234abfe3-44cc-4ff2-9d4d-7ab45239d564 · outbound
This paper cites ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.348717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbacf356-5f9a-4207-85de-de1271dbd95c · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.147413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f2e214a4-273f-4cf4-a123-e1f55d3e2447 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.132191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 26fc9fe4-0dc8-42b1-8dc4-e3327c79fc92 · outbound
This paper cites Detecting Spoofing Attacks Using VGG and SincNet: BUT-Omilia Submission to ASVspoof 2019 Challenge.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Detecting Spoofing Attacks Using VGG and SincNet: BUT-Omilia Submission to ASVspoof 2019 Challenge
Reference 59
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T05:50:07.473235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 20532948-f1a5-4625-84b8-a21aa3aab839 · outbound
This paper cites Multi-Task Learning in Utterance-Level and Segmental-Level Spoof Detection.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Multi-Task Learning in Utterance-Level and Segmental-Level Spoof Detection
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.366248Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36a9363a-2a52-472b-9b76-d864c1947d6d · outbound
This paper cites An Initial Investigation for Detecting Partially Spoofed Audio.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices An Initial Investigation for Detecting Partially Spoofed Audio
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:50:07.370796Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2929621e-da1c-46e4-b822-bb67ec512a8e · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.118302Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2cbe00b0-067c-425a-832f-265bb0feb6b3 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.104441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 76c88dc8-a202-4b78-a6fd-571c1a75bdcf · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.090083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f3da89ca-91ea-4712-a4f2-712f9a811333 · outbound
This paper cites an unresolved cited work.
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T05:50:08.076050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
Observation 33ba26a4-5bef-479b-8c07-efd59626eb3f · inbound
Adversarial Attacks on Audio Deepfake Detection: A Benchmark and Comparative Study cites this paper.
Adversarial Attacks on Audio Deepfake Detection: A Benchmark and Comparative Study Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T16:17:30.600208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.