Paper Citation Record · LEDGER

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2606.10565.

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

pith.paper-citation-record.v1
2606.10565 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T11:53:56.206098Z

measured 28 of 28 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

28 of 28 outbound references displayed

verified exact4
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b92defb1-3da9-4caa-a4ce-8c72ed3f95ee · outbound

This paper cites Challenges and opportunities of biometric user authentication in the age of iot: A survey,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Challenges and opportunities of biometric user authentication in the age of iot: A survey,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb8b5525-9d38-4729-b2e5-81e2dab22921 · outbound

This paper cites V oice biometrics fusion for enhanced security and speaker recognition: A comprehensive review,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing V oice biometrics fusion for enhanced security and speaker recognition: A comprehensive review,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68f33858-2fa6-4e04-8278-ce16abf3f240 · outbound

This paper cites A text-dependent speaker verification application framework based on Chinese numerical string corpus.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing A text-dependent speaker verification application framework based on Chinese numerical string corpus

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-03T07:37:45.745817Z

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.

Observation 8771aabe-a531-4378-8685-30af82c503b5 · outbound

This paper cites Isolated word recognition based on a hyper-tuned cross-validated cnn-bilstm from mel frequency cepstral coefficients,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Isolated word recognition based on a hyper-tuned cross-validated cnn-bilstm from mel frequency cepstral coefficients,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe4327d9-1f7a-4e7b-8584-b4c942bc96cc · outbound

This paper cites Advancements in speech recognition: A systematic review of deep learning transformer models, trends, innovations, and future directions,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Advancements in speech recognition: A systematic review of deep learning transformer models, trends, innovations, and future directions,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4eb3d9d-8810-4fe7-b59f-ce8d89e39b72 · outbound

This paper cites A multi-fusion acoustic feature generation method for identity authentication based on speaker verification,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing A multi-fusion acoustic feature generation method for identity authentication based on speaker verification,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b134c1f4-b414-4a1c-b5ef-9e1dc2fabc69 · outbound

This paper cites Fast streaming transducer asr prototyping via knowledge distillation with whisper,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Fast streaming transducer asr prototyping via knowledge distillation with whisper,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0092dfc1-f6f5-4e57-858c-6374a9dc273e · outbound

This paper cites Research dimension on home recognition for improved security system,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Research dimension on home recognition for improved security system,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5784d7-5bf1-48d9-835c-6dc31362ad50 · outbound

This paper cites A novel hybrid feature method based on caelen auditory model and gammatone filterbank for robust speaker recognition under noisy environment and speech coding distortion,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing A novel hybrid feature method based on caelen auditory model and gammatone filterbank for robust speaker recognition under noisy environment and speech coding distortion,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0e3143b-5842-4a5f-aa9b-3fe62e190d66 · outbound

This paper cites Lightweight deep learning for visual perception: A survey of models, compression strategies, and edge deployment challenges,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Lightweight deep learning for visual perception: A survey of models, compression strategies, and edge deployment challenges,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd12fd8e-4529-4d90-84df-6da8b723cdcb · outbound

This paper cites A lightweight approach towards speaker authentication systems,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing A lightweight approach towards speaker authentication systems,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 129e5b68-10e8-42d2-b5e7-07f1fd74aeaf · outbound

This paper cites Sparoa: Sparse and operator- aware hybrid scheduling for edge dnn inference,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Sparoa: Sparse and operator- aware hybrid scheduling for edge dnn inference,

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-03T07:47:44.462545Z

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.

Observation a321ae6d-49c4-491c-bd55-3c5ee82ab175 · outbound

This paper cites Text-dependent speaker verification using classical lbg, adaptive lbg and fcm vector quantization,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Text-dependent speaker verification using classical lbg, adaptive lbg and fcm vector quantization,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb4739cf-b44f-4f29-a8f4-2e405ca62175 · outbound

This paper cites An overlap-sensitive margin classifier for imbalanced and overlapping data,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing An overlap-sensitive margin classifier for imbalanced and overlapping data,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f225114-aae8-4350-8245-10322af92788 · outbound

This paper cites ChaRVoC: A Challenge-Response Voice Cancelable Authentication System.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing ChaRVoC: A Challenge-Response Voice Cancelable Authentication System

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-03T07:37:45.306541Z

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.

Observation e19f45f2-0f39-4ec1-b95b-6a5958a4f136 · outbound

This paper cites Deploying real-time speech recognition on esp32 using tinyml and edge impulse,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Deploying real-time speech recognition on esp32 using tinyml and edge impulse,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fefe2b95-c14f-4b30-801f-311e8d7f0cd9 · outbound

This paper cites A low-power keyword spotting chip with multiplier-free mfcc feature extractor,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing A low-power keyword spotting chip with multiplier-free mfcc feature extractor,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 980a23d1-ef33-46a0-a07e-ddbab15bcd4e · outbound

This paper cites Zero-bit transmission of adaptive pre-and de-emphasis filters for speech and audio coding,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Zero-bit transmission of adaptive pre-and de-emphasis filters for speech and audio coding,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27685d3b-5182-4e78-9134-ac209dee1528 · outbound

This paper cites V oice activity detection based on the improved dual-threshold method,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing V oice activity detection based on the improved dual-threshold method,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 035f3327-c39f-431f-a082-a2f9a45bc1e3 · outbound

This paper cites An empirical study on analysis window functions for text-independent speaker recognition,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing An empirical study on analysis window functions for text-independent speaker recognition,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1667b6ab-e40e-436a-8404-07f196fe9fd9 · outbound

This paper cites The application research of speech feature extraction based on the manifold learning,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing The application research of speech feature extraction based on the manifold learning,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d79609b-2f85-47f4-9341-304059dde04e · outbound

This paper cites Audio source identification using delta-delta mfcc features,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Audio source identification using delta-delta mfcc features,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f8e8cf-a0fa-4b1b-b414-76a28a1c3ef7 · outbound

This paper cites Speaker recognition system using gaussian mixture model,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Speaker recognition system using gaussian mixture model,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df86a397-c480-4617-9c4c-4efd2d75bc65 · outbound

This paper cites Adaptive seeding for gaussian mixture models,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Adaptive seeding for gaussian mixture models,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cdcfd33-37a6-4ea1-85b1-90d62bd88a68 · outbound

This paper cites Improved deep speaker feature learning for text-dependent speaker recognition,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Improved deep speaker feature learning for text-dependent speaker recognition,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9efec002-ef2f-451b-89e0-3b909d876e1d · outbound

This paper cites Dynamic programming algorithm optimization for spoken word recognition,.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Dynamic programming algorithm optimization for spoken word recognition,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7294986-e783-4a59-a79f-c48909815f14 · outbound

This paper cites an unresolved cited work.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-06-28T02:51:30.797775Z

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.

Observation eba17131-e201-4e8b-92dc-5419289cd5f9 · outbound

This paper cites Evaluation techniques for biometrics-based authentication systems (frr),.

A Lightweight Dual-Factor Acoustic Authentication System via Cascaded GMM-DTW Architecture for Edge Computing Evaluation techniques for biometrics-based authentication systems (frr),

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T11:53:56.206098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.