Recognizer Registry

This is a collection of acoustic event recognisers that we know of. Find out why publishing recognizers is important, or you can add your own to this list. Add yours on the contribute to the registry page or learn how to publish a recognizer.

16 results

Barking owl recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Barking owl (Ninox connivens)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2021-03-05
License: Apache-2.0
Repository: Truskinger.NinoxConnivens.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

30-second segments, manually annotated

Location: NSW, Australia
Criteria: events
Source: not provided

Performance
		Predicted
		Positives	Negatives
Actual	Positives	177 (69.69%)	77 (30.31%)
Actual	Negatives	1050 (100.00%)	0 (0.00%)

test (segment)

Performance
	Predicted
Actual	Positives	32 (94.12%)	2 (5.88%)
Negatives	137 (42.02%)	189 (57.98%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Bell miner recognizer

Developed in partnership with NSW Department of Primary industries

Target species: Bell miner (Manorina melanophrys)
Organization: not provided
Version: not provided
DOI: not provided
Released: not provided
License: not provided
Repository: Truskinger.ManorinaMelanophrys.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

Performance
	Predicted
Actual	Positives	75 (2.03%)	3616 (97.97%)
Negatives	20 (100.00%)	0 (0.00%)

test (segment)

30-second segments, manually annotated

Location: NSW, Australia
Criteria: segment
Source: not provided

Performance
		Predicted
		Positives	Negatives
Actual	Positives	118 (85.51%)	20 (14.49%)
Actual	Negatives	11 (10.89%)	90 (89.11%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Boobook recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Boobook Owl (Ninox boobook)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2021-03-05
License: Apache-2.0
Repository: Towsey.NinoxBoobook.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

30-second segments, manually annotated

Location: NSW, Australia
Criteria: events
Source: not provided

Performance
		Predicted
		Positives	Negatives
Actual	Positives	220 (49.22%)	227 (50.78%)
Actual	Negatives	113 (100.00%)	0 (0.00%)

test (segments)

30-second segments, manually annotated

Location: NSW, Australia
Criteria: segment
Source: not provided

Performance
		Predicted
		Positives	Negatives
Actual	Positives	47 (79.66%)	12 (20.34%)
Actual	Negatives	34 (11.30%)	267 (88.70%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Brown treecreeper recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Brown treecreeper (Climacteris picumnus)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2021-03-05
License: Apache-2.0
Repository: Truskinger.ClimacterisPicumnus.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

30-second segments, manually annotated

Location: NSW, Australia
Criteria: events
Source: not provided

Performance
		Predicted
		Positives	Negatives
Actual	Positives	1171 (56.43%)	904 (43.57%)
Actual	Negatives	3007 (100.00%)	0 (0.00%)

test (segment)

Performance
	Predicted
Actual	Positives	127 (100.00%)	0 (0.00%)
Negatives	229 (98.28%)	4 (1.72%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Flying fox recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Flying fox (Pteropus sp.)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2021-03-17
License: Apache-2.0
Repository: Towsey.PteropusSpecies.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

30-second segments, manually annotated

Location: NSW, Australia
Criteria: events
Source: not provided

Performance
		Predicted
		Positives	Negatives
Actual	Positives	213 (40.26%)	316 (59.74%)
Actual	Negatives	1079 (100.00%)	0 (0.00%)

test (segment)

Performance
	Predicted
Actual	Positives	121 (96.03%)	5 (3.97%)
Negatives	166 (71.24%)	67 (28.76%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Glossy black cokcatoo

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Glossy black cockatoo (Calyptorhynchus lathami)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2020-12-16
License: Apache-2.0
Repository: Truskinger.CalyptorhynchusLathami.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

Performance
	Predicted
Actual	Positives	32 (24.62%)	98 (75.38%)
Negatives	953 (100.00%)	0 (0.00%)

test (segment)

30-second segments, manually annotated

Location: NSW, Australia
Criteria: segment
Source: not provided

Performance
		Predicted
		Positives	Negatives
Actual	Positives	23 (79.31%)	6 (20.69%)
Actual	Negatives	192 (58.01%)	139 (41.99%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Kookaburra Recognizer

Lance De Vine

Recognizer for the Laughing Kookaburra

Target species: Laughing Kookaburra (Dacelo novaeguineae)
Organization: QUT Ecoacoustics
Version: 0.0.1
DOI: 10.5281/zenodo.8045883
Released: 2023-06-16
License: Creative Commons Attribution-ShareAlike 4.0 International
Repository: QutEcoacoustics/recognizer_workshop
Documentation: README.md

Datasets

no datasets provided

Masked owl recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Masked owl (Tyto novaehollandiae)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2021-03-17
License: Apache-2.0
Repository: Truskinger.TytoNovaehollandiae.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

Performance
	Predicted
Actual	Positives	60 (56.60%)	46 (43.40%)
Negatives	518 (100.00%)	0 (0.00%)

test (segment)

Performance
	Predicted
Actual	Positives	41 (95.35%)	2 (4.65%)
Negatives	226 (71.29%)	91 (28.71%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Noisy Pitta Recognizer

Lance De Vine

Recognizer for the Noisy Pitta (Pitta versicolor)

Target species: Noisy Pitta (Pitta versicolor)
Organization: QUT Ecoacoustics
Version: 0.0.1
DOI: 10.5281/zenodo.8045883
Released: 2023-06-16
License: Creative Commons Attribution-ShareAlike 4.0 International
Repository: QutEcoacoustics/recognizer_workshop
Documentation: README.md

Datasets

test

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Powerful owl recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Powerful owl (Ninox Strenua)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2020-12-16
License: Apache-2.0
Repository: Towsey.NinoxStrenua.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

Performance
	Predicted
Actual	Positives	16 (9.09%)	160 (90.91%)
Negatives	0 (NaN%)	0 (NaN%)

test (segment)

Performance
	Predicted
Actual	Positives	32 (35.56%)	58 (64.44%)
Negatives	0 (0.00%)	276 (100.00%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Rufous scrub bird recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Rufous scrub bird (Atrichornis rufescens)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2020-12-16
License: Apache-2.0
Repository: Truskinger.AtrichornisRufescens.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

Performance
	Predicted
Actual	Positives	4 (9.30%)	39 (90.70%)
Negatives	1098 (100.00%)	0 (0.00%)

test (segment)

Performance
	Predicted
Actual	Positives	27 (100.00%)	0 (0.00%)
Negatives	271 (81.38%)	62 (18.62%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Rufous Scrub Bird Recognizer

Lance De Vine , Brian Hawkins

Recognizer for the Rufous Scrub Bird (Atrichornis rufescens)

Target species: Rufous Scrub Bird (Atrichornis rufescens)
Organization: QUT Ecoacoustics
Version: 0.0.1
DOI: 10.5281/zenodo.8045883
Released: 2023-06-16
License: Creative Commons Attribution-ShareAlike 4.0 International
Repository: QutEcoacoustics/recognizer_workshop
Documentation: README.md

Datasets

no datasets provided

Sooty owl recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Sooty owl (Tyto tenebricosa)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2021-03-17
License: Apache-2.0
Repository: Truskinger.TytoTenebricosa.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

Performance
	Predicted
Actual	Positives	3 (30.00%)	7 (70.00%)
Negatives	111 (100.00%)	0 (0.00%)

test (segment)

Performance
	Predicted
Actual	Positives	5 (50.00%)	5 (50.00%)
Negatives	269 (53.06%)	238 (46.94%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Squirrel glider recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Squirrel glider (Petaurus norfolcensis)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2020-12-16
License: Apache-2.0
Repository: Truskinger.PetaurusNorfolcensis.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

30-second segments, manually annotated

Location: NSW, Australia
Criteria: events
Source: not provided

Performance
		Predicted
		Positives	Negatives
Actual	Positives	109 (52.40%)	99 (47.60%)
Actual	Negatives	1103 (100.00%)	0 (0.00%)

test (segment)

Performance
	Predicted
Actual	Positives	26 (83.87%)	5 (16.13%)
Negatives	232 (70.52%)	97 (29.48%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Sugar glider recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Sugar glider (Petaurus breviceps)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2021-03-17
License: Apache-2.0
Repository: Truskinger.PetaurusBreviceps.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

30-second segments, manually annotated

Location: NSW, Australia
Criteria: events
Source: 10.5281/zenodo.1188743

Performance
		Predicted
		Positives	Negatives
Actual	Positives	336 (99.12%)	3 (0.88%)
Actual	Negatives	164 (100.00%)	0 (0.00%)

test (segment)

Performance
	Predicted
Actual	Positives	23 (100.00%)	0 (0.00%)
Negatives	98 (29.08%)	239 (70.92%)

training

Performance
	Predicted
Actual	Positives	(NaN%)	(NaN%)
Negatives	(NaN%)	(NaN%)

Yellow bellied glider recognizer

Michael Towsey , Anthony Truskinger , Kristen Thompson

Developed in partnership with NSW Department of Primary industries

Target species: Yellow bellied glider (Petaurus australis)
Organization: QUT Ecoacoustics
Version: 1.0.0
DOI: 10.5281/zenodo.1188743
Released: 2021-03-17
License: Apache-2.0
Repository: Truskinger.PetaurusAustralis.yml
Documentation: ap.qut.ecoacoustics.info/

Datasets

test (events)

Performance
	Predicted
Actual	Positives	5 (17.86%)	23 (82.14%)
Negatives	7 (100.00%)	0 (0.00%)

test (segment)

Performance
	Predicted
Actual	Positives	4 (19.05%)	17 (80.95%)
Negatives	6 (1.77%)	333 (98.23%)

training