Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:06:50.340765Z
Paper Citation Record · LEDGER
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning
As of 23 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2504.19030.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
24 of 24 outbound references displayed
- verified exact0
- verified fuzzy17
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ae3f2715-a34e-45be-95d7-42605c5d5f63 · outbound
This paper cites an unresolved cited work.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:06:50.710161Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bcedb3d8-7a12-4fe0-9051-ada5921ded58 · outbound
This paper cites an unresolved cited work.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:06:50.696187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8906b7e5-faa6-478b-b305-76ea11ba6c1e · outbound
This paper cites Kheddar, M.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Kheddar, M
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.682716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dfb83046-abf1-41f7-ba22-7458db5d320c · outbound
This paper cites Ellis, Yamnet: A pretrained audio event classifier (2019).
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Ellis, Yamnet: A pretrained audio event classifier (2019)
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.668870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 583a463b-7596-481a-8482-348afd493ebe · outbound
This paper cites Warden, Speech commands: A public dataset for single-word speech recognition, Dataset available from http://download.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Warden, Speech commands: A public dataset for single-word speech recognition, Dataset available from http://download
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.655223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dfa5c38c-7db3-4a38-a617-3f9128ee5def · outbound
This paper cites Chen, A hidden markov optimization model for processing and recognition of english speech feature signals, Journal of Intelligent Systems 31 (1) (2022) 716–725.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Chen, A hidden markov optimization model for processing and recognition of english speech feature signals, Journal of Intelligent Systems 31 (1) (2022) 716–725
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.641097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 92d8323e-d3cc-474b-a1a1-7471c7314dd2 · outbound
This paper cites Saravanan, E.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Saravanan, E
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.626876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c6dd3c08-9789-4f66-a261-436ad8ecf534 · outbound
This paper cites Hamza, D.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Hamza, D
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.612046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f38175d9-4e90-455d-99aa-92596a5af659 · outbound
This paper cites Djeffal, D.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Djeffal, D
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.598101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4b77b1a6-8722-42a1-9a9a-3b13d5d88c25 · outbound
This paper cites Essaid, H.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Essaid, H
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.584341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 369c5232-b87c-434d-b556-78b24ff4db40 · outbound
This paper cites Essaid, H.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Essaid, H
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.570112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f0316767-70d9-46d9-999c-50b4af44ccb7 · outbound
This paper cites Kheddar, Y.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Kheddar, Y
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.554809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3205ed1e-c84e-4d33-b476-39f65326e6c4 · outbound
This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:06:50.291221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fbe7391-59f9-4613-81fb-6e3e9b2623df · outbound
This paper cites wav2vec: Unsupervised Pre-training for Speech Recognition.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning wav2vec: Unsupervised Pre-training for Speech Recognition
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:06:50.295833Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1bee5ac-e9ba-476c-8f3f-bee4e63ecd3a · outbound
This paper cites an unresolved cited work.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:06:50.540294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b0bd0ac6-25fb-4277-8c2d-a0d73eb787e6 · outbound
This paper cites McMahan, D.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning McMahan, D
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.526376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f2902471-5244-4ca7-9427-3b88ce004444 · outbound
This paper cites an unresolved cited work.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:06:50.511675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4788b5b7-7f12-4447-8699-c4eef4cd296c · outbound
This paper cites Kheddar, M.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Kheddar, M
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.497270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c88d3e4b-8526-498b-adb7-1d3757c295b3 · outbound
This paper cites Gueriani, H.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Gueriani, H
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.481053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 92f870eb-4ae2-4bc9-ac5d-5c4f138713c5 · outbound
This paper cites URL https://ch.mathworks.com/help/deeplearning/ug/ deep-learning-speech-recognition.html.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning URL https://ch.mathworks.com/help/deeplearning/ug/ deep-learning-speech-recognition.html
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.466566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation aaaabece-736e-41bd-b0ef-ebdc51362fda · outbound
This paper cites Djeffal, H.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Djeffal, H
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.449481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f62befb2-2a50-4bd8-b765-305beec9ffe0 · outbound
This paper cites Transformers and Large Language Models for Efficient Intrusion Detection Systems: A Comprehensive Survey.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Transformers and Large Language Models for Efficient Intrusion Detection Systems: A Comprehensive Survey
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:06:50.331988Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f386b87-071f-40f5-a06a-9283351384c4 · outbound
This paper cites Noureddine, H.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Noureddine, H
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.434680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 85163fd9-1ab5-4498-a4f4-6d60d2dd36e8 · outbound
This paper cites Kheddar, A.
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Kheddar, A
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:06:50.419979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.