Evidence map›Paper›PMID 42023978›Full record

ArticleTrends in hearing

Identifying Hearing Difficulty Moments in Conversational Audio.

Jack Collins, Adrian Buzea, Chris Collier, Alejandro Ballesta Rosen, Julian Maclaren, Richard F Lyon, Kelly Miles, Simon Carlile

Abstract read
In one paragraph

Article in Trends in hearing. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Jack CollinsGoogle Research Australia, Sydney, Australia.ORCID 0009-0003-4474-4810
Adrian BuzeaGoogle Research Australia, Sydney, Australia.
Chris CollierGoogle Research Australia, Sydney, Australia.
Alejandro Ballesta RosenGoogle Research Australia, Sydney, Australia.
Julian MaclarenGoogle Research Australia, Sydney, Australia.ORCID 0000-0001-7073-2926
Richard F LyonGoogle Research Australia, Sydney, Australia.ORCID 0000-0003-2348-811X
Kelly MilesECHO Lab, Macquarie University Hearing, Sydney, Australia.
Simon CarlileGoogle Research Australia, Sydney, Australia.ORCID 0009-0003-1079-3067

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Individuals regularly experience

Indexed as

Machine LearningPersons with Hearing DisabilitiesSpeech PerceptionSpeech Recognition SoftwareHearing AidsHumansSignal Processing, Computer-AssistedTime Factorsaudio language modelsconversational dynamicsHearing Difficulty Moments

Identifiers

PMID42023978
PMCPMC13121483

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.