Paper Citation Record · LEDGER

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2506.08911.

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

pith.paper-citation-record.v1
2506.08911 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:02:34.209369Z

measured 19 of 19 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

19 of 19 outbound references displayed

verified exact1
verified fuzzy15
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53182909-bcf9-4e99-bff2-623e6db5006a · outbound

This paper cites Mel frequency cepstral coefficient: a review.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Mel frequency cepstral coefficient: a review

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:36.637697Z

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 fd4493dd-b7ad-41f2-8b7b-7f4ebf9e8cf7 · outbound

This paper cites An optimized recurrent unit for ultra-low-power keyword spotting.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU An optimized recurrent unit for ultra-low-power keyword spotting

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:36.384306Z

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 5d72e1f7-4666-4599-b96e-0bd589790260 · outbound

This paper cites Sub-mw keyword spotting on an mcu: Analog binary feature extraction and binary neural networks.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Sub-mw keyword spotting on an mcu: Analog binary feature extraction and binary neural networks

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:36.191130Z

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 10174e0f-0dda-47e1-976f-427c9a0a9165 · outbound

This paper cites Query- by-example keyword spotting using long short-term memory networks.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Query- by-example keyword spotting using long short-term memory networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:36.107274Z

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 da73ded7-ceae-403c-8e25-6fd61499ceee · outbound

This paper cites On-device domain learning for keyword spotting on low-power extreme edge embedded systems.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU On-device domain learning for keyword spotting on low-power extreme edge embedded systems

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:35.950297Z

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 5b70d132-6d89-4bc9-8552-d8ea059e1724 · outbound

This paper cites Laika: A 5uw programmable lstm accelerator for always-on keyword spotting in 65nm cmos.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Laika: A 5uw programmable lstm accelerator for always-on keyword spotting in 65nm cmos

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:35.802995Z

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 a0de2104-b82d-4bc9-9781-15336c298cfa · outbound

This paper cites A Cascade Architecture for Keyword Spotting on Mobile Devices.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU A Cascade Architecture for Keyword Spotting on Mobile Devices

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:02:34.367587Z

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 8827ccdf-f97b-4ed0-ae4d-2cecac94db8a · outbound

This paper cites Rasta-plp speech analysis.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Rasta-plp speech analysis

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:35.631938Z

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 02eea71b-e6e4-4f5c-a8dd-9a938138815e · outbound

This paper cites Shabestary, and Taylor Applebaum.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Shabestary, and Taylor Applebaum

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:35.436083Z

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 a9d2050d-a9af-4c32-84e7-ccf92275a91f · outbound

This paper cites Integration of multi-look beamformers for multi-channel keyword spotting.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Integration of multi-look beamformers for multi-channel keyword spotting

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:35.313158Z

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 e7d1089f-cc2b-4dfb-8f9a-8da5ddbd9664 · outbound

This paper cites Heimdal: Highly efficient method for detection and localization of wake-words.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Heimdal: Highly efficient method for detection and localization of wake-words

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:35.175745Z

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 349775b6-58d5-44b2-b224-1acc00b0b5e7 · outbound

This paper cites Federated learning for keyword spotting.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Federated learning for keyword spotting

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:35.059333Z

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 b30e9ca5-55df-46e4-a4ff-b9db97b60698 · outbound

This paper cites an unresolved cited work.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:02:34.933563Z

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 6aba568e-3a6f-4800-a920-9c5f12c1f4f3 · outbound

This paper cites Ultra-Low Power Keyword Spotting at the Edge.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Ultra-Low Power Keyword Spotting at the Edge

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:02:33.821909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37e5d83a-d857-46e3-9cab-8cd061b69d98 · outbound

This paper cites Automatic audio feature extraction for keyword spotting.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Automatic audio feature extraction for keyword spotting

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:34.823356Z

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 b81f674b-1609-498d-b56e-39dce1f0b502 · outbound

This paper cites Speech commands: A dataset for limited-vocabulary speech recognition, 2018.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Speech commands: A dataset for limited-vocabulary speech recognition, 2018

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:34.690963Z

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 4419ab89-5e70-49a0-84dc-153d2ac97a54 · outbound

This paper cites Cerqueira, Aurel A.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Cerqueira, Aurel A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:34.580448Z

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 ca637176-329b-4edd-bd86-7ac1820ac372 · outbound

This paper cites Robust gmm based gender classification using pitch and rasta- plp parameters of speech.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Robust gmm based gender classification using pitch and rasta- plp parameters of speech

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:34.475134Z

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 960ed45d-2c46-4f39-a1d5-34e4973cf1e7 · outbound

This paper cites Hello Edge: Keyword Spotting on Microcontrollers.

Implementing Keyword Spotting on the MCUX947 Microcontroller with Integrated NPU Hello Edge: Keyword Spotting on Microcontrollers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:02:34.209369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.