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academic-datasets
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InsectSet459

Tasks:

Audio Classification

Modalities:

Audio

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10K - 100K

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biology

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train · 15.9k rows

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file_name large_stringlengths 32 53	species_name large_stringclasses 302 values	group large_stringclasses 2 values	license large_stringclasses 5 values	contributor large_stringlengths 1 37	observation large_stringlengths 47 50	file large_stringlengths 56 61	background large_stringclasses 0 values	original_name large_stringclasses 302 values	subset large_stringclasses 1 value
Eunemobius_carolinus_IN435132_563.mp3	Eunemobius_carolinus	Orthoptera	http://creativecommons.org/publicdomain/zero/1.0/	Kent McFarland	https://www.inaturalist.org/observations/435132	https://static.inaturali…3.mp3?1502824404	null	Eunemobius_carolinus	Train
Tettigonia_viridissima_IN229082203_1131087.mp3	Tettigonia_viridissima	Orthoptera	http://creativecommons.org/publicdomain/zero/1.0/	ahabo	https://www.inaturalist.org/observations/229082203	https://static.inaturalist.org/sounds/1131087.m4a?1720894904	null	Tettigonia_viridissima	Train
Hapithus_saltator_IN232354398_139533.wav	Hapithus_saltator	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	jmole	https://www.inaturalist.org/observations/232354398	https://static.inaturali…3.wav?1601409582	null	Hapithus_saltator	Train
Pterophylla_camellifolia_IN227672804_1123507.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	jabaise94	https://www.inaturalist.org/observations/227672804	https://static.inaturalist.org/sounds/1123507.m4a?1720318334	null	Pterophylla_camellifolia	Train
Oecanthus_rileyi_IN177238240_787893.wav	Oecanthus_rileyi	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Justin Flint	https://www.inaturalist.org/observations/177238240	https://static.inaturali…3.wav?1691442651	null	Oecanthus_rileyi	Train
Allonemobius_tinnulus_IN232246394_1145860.mp3	Allonemobius_tinnulus	Orthoptera	http://creativecommons.org/licenses/by-nc-sa/4.0/	davidenrique	https://www.inaturalist.org/observations/232246394	https://static.inaturali…0.mp3?1722170288	null	Allonemobius_tinnulus	Train
Pterophylla_camellifolia_IN232402837_1146538.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	lizzjoy	https://www.inaturalist.org/observations/232402837	https://static.inaturalist.org/sounds/1146538.m4a?1722215510	null	Pterophylla_camellifolia	Train
Gryllus_campestris_IN213696820_1019475.wav	Gryllus_campestris	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Rémy Poncet	https://www.inaturalist.org/observations/213696820	https://static.inaturali…5.wav?1714921014	null	Gryllus_campestris	Train
Tettigonia_viridissima_IN231696798_1143345.mp3	Tettigonia_viridissima	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	microlife23	https://www.inaturalist.org/observations/231696798	https://static.inaturalist.org/sounds/1143345.m4a?1721940595	null	Tettigonia_viridissima	Train
Allonemobius_tinnulus_IN132473161_527174.mp3	Allonemobius_tinnulus	Orthoptera	http://creativecommons.org/licenses/by-nc-sa/4.0/	davidenrique	https://www.inaturalist.org/observations/132473161	https://static.inaturali…4.mp3?1661551633	null	Allonemobius_tinnulus	Train
Pterophylla_camellifolia_IN180087302_799520.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Josh Emm	https://www.inaturalist.org/observations/180087302	https://static.inaturalist.org/sounds/799520.m4a?1692950232	null	Pterophylla_camellifolia	Train
Oecanthus_dulcisonans_IN232318630_1146205.mp3	Oecanthus_dulcisonans	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	mathieu_pelissie	https://www.inaturalist.org/observations/232318630	https://static.inaturali…5.mp3?1722189369	null	Oecanthus_dulcisonans	Train
Nemobius_sylvestris_IN232107528_1145128.mp3	Nemobius_sylvestris	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	hazerider	https://www.inaturalist.org/observations/232107528	https://static.inaturali…8.mp3?1722110603	null	Nemobius_sylvestris	Train
Ruspolia_nitidula_IN231583167_1142993.mp3	Ruspolia_nitidula	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Tomáš Dvořák	https://www.inaturalist.org/observations/231583167	https://static.inaturalist.org/sounds/1142993.m4a?1721900848	null	Ruspolia_nitidula	Train
Pterophylla_camellifolia_IN232427904_1146688.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	hbriand	https://www.inaturalist.org/observations/232427904	https://static.inaturalist.org/sounds/1146688.m4a?1722226329	null	Pterophylla_camellifolia	Train
Oecanthus_pellucens_IN232284440_1146456.mp3	Oecanthus_pellucens	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Алексей Эбель	https://www.inaturalist.org/observations/232284440	https://static.inaturalist.org/sounds/1146456.m4a?1722208838	null	Oecanthus_pellucens	Train
Tettigonia_viridissima_IN231796621_1143760.mp3	Tettigonia_viridissima	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Nelson Conceição	https://www.inaturalist.org/observations/231796621	https://static.inaturali…0.mp3?1721992553	null	Tettigonia_viridissima	Train
Oecanthus_rileyi_IN134638750_534276.wav	Oecanthus_rileyi	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Justin Flint	https://www.inaturalist.org/observations/134638750	https://static.inaturali…6.wav?1662929402	null	Oecanthus_rileyi	Train
Oecanthus_fultoni_IN231476307_1142574.wav	Oecanthus_fultoni	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Mike REVI Boyd	https://www.inaturalist.org/observations/231476307	https://static.inaturali…4.wav?1721850443	null	Oecanthus_fultoni	Train
Oecanthus_pellucens_IN231416679_1142351.mp3	Oecanthus_pellucens	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Botto	https://www.inaturalist.org/observations/231416679	https://static.inaturalist.org/sounds/1142351.m4a?1721832330	null	Oecanthus_pellucens	Train
Omocestus_viridulus_IN231860915_1144043.mp3	Omocestus_viridulus	Orthoptera	http://creativecommons.org/licenses/by/4.0/	E. A.	https://www.inaturalist.org/observations/231860915	https://static.inaturalist.org/sounds/1144043.m4a?1722015214	null	Omocestus_viridulus	Train
Oecanthus_fultoni_IN231743200_1143852.mp3	Oecanthus_fultoni	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Evan Randall	https://www.inaturalist.org/observations/231743200	https://static.inaturalist.org/sounds/1143852.m4a?1721999424	null	Oecanthus_fultoni	Train
Platycleis_sabulosa_IN232318639_1146206.mp3	Platycleis_sabulosa	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	mathieu_pelissie	https://www.inaturalist.org/observations/232318639	https://static.inaturali…6.mp3?1722189372	null	Platycleis_sabulosa	Train
Pterophylla_camellifolia_IN232150884_1145340.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/publicdomain/zero/1.0/	Kirill Levchenko	https://www.inaturalist.org/observations/232150884	https://static.inaturali…0.mp3?1722124211	null	Pterophylla_camellifolia	Train
Oecanthus_fultoni_IN231734377_1143465.wav	Oecanthus_fultoni	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Matt Pelikan	https://www.inaturalist.org/observations/231734377	https://static.inaturali…5.wav?1721954763	null	Oecanthus_fultoni	Train
Pterophylla_camellifolia_IN231299175_1141793.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	cmciv	https://www.inaturalist.org/observations/231299175	https://static.inaturali…3.mp3?1721774118	null	Pterophylla_camellifolia	Train
Pterophylla_camellifolia_IN230223022_1136461.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	latrawinski	https://www.inaturalist.org/observations/230223022	https://static.inaturalist.org/sounds/1136461.m4a?1721357833	null	Pterophylla_camellifolia	Train
Tettigonia_cantans_IN230528564_1138164.mp3	Tettigonia_cantans	Orthoptera	http://creativecommons.org/licenses/by/4.0/	E. A.	https://www.inaturalist.org/observations/230528564	https://static.inaturalist.org/sounds/1138164.m4a?1721492868	null	Tettigonia_cantans	Train
Pterophylla_camellifolia_IN229410937_1132618.wav	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	jdobscha	https://www.inaturalist.org/observations/229410937	https://static.inaturali…8.wav?1721009720	null	Pterophylla_camellifolia	Train
Pterophylla_camellifolia_IN180087305_799521.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Josh Emm	https://www.inaturalist.org/observations/180087305	https://static.inaturalist.org/sounds/799521.m4a?1692950236	null	Pterophylla_camellifolia	Train
Microcentrum_rhombifolium_IN188621179_835467.mp3	Microcentrum_rhombifolium	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Michael	https://www.inaturalist.org/observations/188621179	https://static.inaturalist.org/sounds/835467.m4a?1698031748	null	Microcentrum_rhombifolium	Train
Hapithus_saltator_IN133148830_529367.mp3	Hapithus_saltator	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Mila Barreto	https://www.inaturalist.org/observations/133148830	https://static.inaturalist.org/sounds/529367.m4a?1661991518	null	Hapithus_saltator	Train
Trimerotropis_verruculata_IN230658681_1138766.mp3	Trimerotropis_verruculata	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Ian Cruickshank	https://www.inaturalist.org/observations/230658681	https://static.inaturalist.org/sounds/1138766.m4a?1721532411	null	Trimerotropis_verruculata	Train
Neocurtilla_hexadactyla_IN95445191_307374.mp3	Neocurtilla_hexadactyla	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	squ33ack	https://www.inaturalist.org/observations/95445191	https://static.inaturalist.org/sounds/307374.m4a?1632081457	null	Neocurtilla_hexadactyla	Train
Pterophylla_camellifolia_IN231749526_1143561.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Kailyn Lianne Liu	https://www.inaturalist.org/observations/231749526	https://static.inaturalist.org/sounds/1143561.m4a?1721962234	null	Pterophylla_camellifolia	Train
Pterophylla_camellifolia_IN231071676_1140721.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Brooke Keeney	https://www.inaturalist.org/observations/231071676	https://static.inaturalist.org/sounds/1140721.m4a?1721681944	null	Pterophylla_camellifolia	Train
Allonemobius_tinnulus_IN132488142_527241.mp3	Allonemobius_tinnulus	Orthoptera	http://creativecommons.org/licenses/by-nc-sa/4.0/	davidenrique	https://www.inaturalist.org/observations/132488142	https://static.inaturali…1.mp3?1661561806	null	Allonemobius_tinnulus	Train
Orchelimum_nigripes_IN232058843_1144934.mp3	Orchelimum_nigripes	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	jerry1958	https://www.inaturalist.org/observations/232058843	https://static.inaturalist.org/sounds/1144934.m4a?1722097755	null	Orchelimum_nigripes	Train
Anaxipha_vernalis_IN218527400_1062382.mp3	Anaxipha_vernalis	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Mila Barreto	https://www.inaturalist.org/observations/218527400	https://static.inaturalist.org/sounds/1062382.m4a?1716769692	null	Anaxipha_vernalis	Train
Lea_floridensis_IN231542956_1142848.mp3	Lea_floridensis	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	hammythesnail	https://www.inaturalist.org/observations/231542956	https://static.inaturalist.org/sounds/1142848.m4a?1721875548	null	Lea_floridensis	Train
Amblycorypha_oblongifolia_IN231608308_1143058.mp3	Amblycorypha_oblongifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Austin	https://www.inaturalist.org/observations/231608308	https://static.inaturalist.org/sounds/1143058.m4a?1721913581	null	Amblycorypha_oblongifolia	Train
Pterophylla_camellifolia_IN179620298_797535.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	paton5	https://www.inaturalist.org/observations/179620298	https://static.inaturalist.org/sounds/797535.m4a?1692669408	null	Pterophylla_camellifolia	Train
Pterophylla_camellifolia_IN232628621_1147486.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	aimendez	https://www.inaturalist.org/observations/232628621	https://static.inaturalist.org/sounds/1147486.m4a?1722309274	null	Pterophylla_camellifolia	Train
Gryllus_bimaculatus_IN231502263_1142658.wav	Gryllus_bimaculatus	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Nelson Conceição	https://www.inaturalist.org/observations/231502263	https://static.inaturali…8.wav?1721857031	null	Gryllus_bimaculatus	Train
Tettigonia_cantans_IN230527021_1138148.mp3	Tettigonia_cantans	Orthoptera	http://creativecommons.org/licenses/by/4.0/	E. A.	https://www.inaturalist.org/observations/230527021	https://static.inaturalist.org/sounds/1138148.m4a?1721492470	null	Tettigonia_cantans	Train
Gomphocerus_sibiricus_IN232468918_1146880.mp3	Gomphocerus_sibiricus	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Felix Puff	https://www.inaturalist.org/observations/232468918	https://static.inaturalist.org/sounds/1146880.m4a?1722253260	null	Gomphocerus_sibiricus	Train
Chorthippus_biguttulus_IN231457535_1142485.mp3	Chorthippus_biguttulus	Orthoptera	http://creativecommons.org/licenses/by/4.0/	E. A.	https://www.inaturalist.org/observations/231457535	https://static.inaturalist.org/sounds/1142485.m4a?1721844675	null	Chorthippus_biguttulus	Train
Oecanthus_pellucens_IN232347066_1146343.mp3	Oecanthus_pellucens	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Martin Vukušić	https://www.inaturalist.org/observations/232347066	https://static.inaturalist.org/sounds/1146343.m4a?1722198147	null	Oecanthus_pellucens	Train
Neoconocephalus_ensiger_IN231761386_1143604.mp3	Neoconocephalus_ensiger	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Kyle Aldinger	https://www.inaturalist.org/observations/231761386	https://static.inaturalist.org/sounds/1143604.m4a?1721968635	null	Neoconocephalus_ensiger	Train
Conocephalus_fuscus_IN231711588_1143861.wav	Conocephalus_fuscus	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Benjamin Schmid	https://www.inaturalist.org/observations/231711588	https://static.inaturali…1.wav?1722000302	null	Conocephalus_fuscus	Train
Oecanthus_rileyi_IN181954877_807229.mp3	Oecanthus_rileyi	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	austinkeener	https://www.inaturalist.org/observations/181954877	https://static.inaturalist.org/sounds/807229.m4a?1693943187	null	Oecanthus_rileyi	Train
Roeseliana_roeselii_IN231639781_1143152.mp3	Roeseliana_roeselii	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	John	https://www.inaturalist.org/observations/231639781	https://static.inaturalist.org/sounds/1143152.m4a?1721923457	null	Roeseliana_roeselii	Train
Pholidoptera_griseoaptera_IN231404253_1142289.mp3	Pholidoptera_griseoaptera	Orthoptera	http://creativecommons.org/publicdomain/zero/1.0/	ahabo	https://www.inaturalist.org/observations/231404253	https://static.inaturalist.org/sounds/1142289.m4a?1721828213	null	Pholidoptera_griseoaptera	Train
Oecanthus_rileyi_IN231474351_1142561.wav	Oecanthus_rileyi	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Mike REVI Boyd	https://www.inaturalist.org/observations/231474351	https://static.inaturali…1.wav?1721849861	null	Oecanthus_rileyi	Train
Platycleis_sabulosa_IN232318644_1146222.mp3	Platycleis_sabulosa	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	mathieu_pelissie	https://www.inaturalist.org/observations/232318644	https://static.inaturali…2.mp3?1722190504	null	Platycleis_sabulosa	Train
Allonemobius_tinnulus_IN132863076_528381.mp3	Allonemobius_tinnulus	Orthoptera	http://creativecommons.org/licenses/by-nc-sa/4.0/	davidenrique	https://www.inaturalist.org/observations/132863076	https://static.inaturali…1.mp3?1661802786	null	Allonemobius_tinnulus	Train
Platycleis_sabulosa_IN232318616_1146035.mp3	Platycleis_sabulosa	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	mathieu_pelissie	https://www.inaturalist.org/observations/232318616	https://static.inaturali…5.mp3?1722177433	null	Platycleis_sabulosa	Train
Anaxipha_vernalis_IN122666284_477433.mp3	Anaxipha_vernalis	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Mila Barreto	https://www.inaturalist.org/observations/122666284	https://static.inaturalist.org/sounds/477433.m4a?1655741228	null	Anaxipha_vernalis	Train
Pterophylla_camellifolia_IN231946676_1144441.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	cmorris021	https://www.inaturalist.org/observations/231946676	https://static.inaturalist.org/sounds/1144441.m4a?1722045545	null	Pterophylla_camellifolia	Train
Microcentrum_rhombifolium_IN188621180_835468.mp3	Microcentrum_rhombifolium	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Michael	https://www.inaturalist.org/observations/188621180	https://static.inaturalist.org/sounds/835468.m4a?1698031832	null	Microcentrum_rhombifolium	Train
Neoconocephalus_ensiger_IN232609656_1147383.mp3	Neoconocephalus_ensiger	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Kyle Aldinger	https://www.inaturalist.org/observations/232609656	https://static.inaturalist.org/sounds/1147383.m4a?1722300523	null	Neoconocephalus_ensiger	Train
Tettigonia_cantans_IN232070320_1144981.mp3	Tettigonia_cantans	Orthoptera	http://creativecommons.org/licenses/by/4.0/	E. A.	https://www.inaturalist.org/observations/232070320	https://static.inaturalist.org/sounds/1144981.m4a?1722100781	null	Tettigonia_cantans	Train
Pterophylla_camellifolia_IN231540704_1142839.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	antiamy	https://www.inaturalist.org/observations/231540704	https://static.inaturalist.org/sounds/1142839.m4a?1721874413	null	Pterophylla_camellifolia	Train
Chorthippus_brunneus_IN232314606_1146210.wav	Chorthippus_brunneus	Orthoptera	http://creativecommons.org/publicdomain/zero/1.0/	Kieran Roy Powell	https://www.inaturalist.org/observations/232314606	https://static.inaturali…0.wav?1722189702	null	Chorthippus_brunneus	Train
Pterophylla_camellifolia_IN230215770_1136410.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Aster	https://www.inaturalist.org/observations/230215770	https://static.inaturalist.org/sounds/1136410.m4a?1721354489	null	Pterophylla_camellifolia	Train
Pholidoptera_griseoaptera_IN232542335_1147117.mp3	Pholidoptera_griseoaptera	Orthoptera	http://creativecommons.org/licenses/by/4.0/	E. A.	https://www.inaturalist.org/observations/232542335	https://static.inaturalist.org/sounds/1147117.m4a?1722277971	null	Pholidoptera_griseoaptera	Train
Stenobothrus_rubicundulus_IN231847013_1145646.mp3	Stenobothrus_rubicundulus	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	helmut_b	https://www.inaturalist.org/observations/231847013	https://static.inaturalist.org/sounds/1145646.m4a?1722148191	null	Stenobothrus_rubicundulus	Train
Pterophylla_camellifolia_IN230655222_1138747.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Ryan F. Mandelbaum	https://www.inaturalist.org/observations/230655222	https://static.inaturalist.org/sounds/1138747.m4a?1721531032	null	Pterophylla_camellifolia	Train
Tettigonia_viridissima_IN229871300_1134792.mp3	Tettigonia_viridissima	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	admss	https://www.inaturalist.org/observations/229871300	https://static.inaturali…2.mp3?1721213458	null	Tettigonia_viridissima	Train
Chorthippus_biguttulus_IN225903522_1113434.mp3	Chorthippus_biguttulus	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	gernotkunz	https://www.inaturalist.org/observations/225903522	https://static.inaturalist.org/sounds/1113434.m4a?1719661307	null	Chorthippus_biguttulus	Train
Pholidoptera_griseoaptera_IN230527628_1138158.mp3	Pholidoptera_griseoaptera	Orthoptera	http://creativecommons.org/licenses/by/4.0/	E. A.	https://www.inaturalist.org/observations/230527628	https://static.inaturalist.org/sounds/1138158.m4a?1721492652	null	Pholidoptera_griseoaptera	Train
Amblycorypha_oblongifolia_IN183770302_814566.mp3	Amblycorypha_oblongifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	fergus_y	https://www.inaturalist.org/observations/183770302	https://static.inaturalist.org/sounds/814566.m4a?1694996511	null	Amblycorypha_oblongifolia	Train
Pterophylla_camellifolia_IN139653828_553001.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	samperegrine	https://www.inaturalist.org/observations/139653828	https://static.inaturalist.org/sounds/553001.m4a?1666462318	null	Pterophylla_camellifolia	Train
Orchelimum_nigripes_IN178233436_792025.mp3	Orchelimum_nigripes	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Kyle Aldinger	https://www.inaturalist.org/observations/178233436	https://static.inaturalist.org/sounds/792025.m4a?1691953373	null	Orchelimum_nigripes	Train
Pseudochorthippus_parallelus_IN221831477_1087415.mp3	Pseudochorthippus_parallelus	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Juraj Ahel	https://www.inaturalist.org/observations/221831477	https://static.inaturali…5.mp3?1718033688	null	Pseudochorthippus_parallelus	Train
Pterophylla_camellifolia_IN229611699_1133550.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Kurt R. Schwarz	https://www.inaturalist.org/observations/229611699	https://static.inaturalist.org/sounds/1133550.m4a?1721091270	null	Pterophylla_camellifolia	Train
Acheta_domesticus_IN231151312_1141104.mp3	Acheta_domesticus	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Stephan Pflume	https://www.inaturalist.org/observations/231151312	https://static.inaturalist.org/sounds/1141104.m4a?1721717784	null	Acheta_domesticus	Train
Pterophylla_camellifolia_IN230208245_1136377.wav	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	fredatwood	https://www.inaturalist.org/observations/230208245	https://static.inaturali…7.wav?1721351169	null	Pterophylla_camellifolia	Train
Roeseliana_roeselii_IN230718361_1139035.wav	Roeseliana_roeselii	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Olivier Barden	https://www.inaturalist.org/observations/230718361	https://static.inaturali…5.wav?1721561633	null	Roeseliana_roeselii	Train
Eumodicogryllus_bordigalensis_IN225453876_1110873.mp3	Eumodicogryllus_bordigalensis	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	marcin_ptak	https://www.inaturalist.org/observations/225453876	https://static.inaturali…3.mp3?1719465796	null	Eumodicogryllus_bordigalensis	Train
Amblycorypha_oblongifolia_IN230840988_1139660.mp3	Amblycorypha_oblongifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Austin	https://www.inaturalist.org/observations/230840988	https://static.inaturalist.org/sounds/1139660.m4a?1721594418	null	Amblycorypha_oblongifolia	Train
Tettigonia_cantans_IN230114565_1135961.mp3	Tettigonia_cantans	Orthoptera	http://creativecommons.org/licenses/by/4.0/	E. A.	https://www.inaturalist.org/observations/230114565	https://static.inaturalist.org/sounds/1135961.m4a?1721318505	null	Tettigonia_cantans	Train
Chorthippus_biguttulus_IN229871283_1134772.mp3	Chorthippus_biguttulus	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	admss	https://www.inaturalist.org/observations/229871283	https://static.inaturali…2.mp3?1721212729	null	Chorthippus_biguttulus	Train
Platycleis_albopunctata_IN230362279_1137269.mp3	Platycleis_albopunctata	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Martin Vukušić	https://www.inaturalist.org/observations/230362279	https://static.inaturalist.org/sounds/1137269.m4a?1721420399	null	Platycleis_albopunctata	Train
Roeseliana_roeselii_IN225583122_1111580.mp3	Roeseliana_roeselii	Orthoptera	http://creativecommons.org/publicdomain/zero/1.0/	Jacob Buchanan	https://www.inaturalist.org/observations/225583122	https://static.inaturalist.org/sounds/1111580.m4a?1719519320	null	Roeseliana_roeselii	Train
Oecanthus_pellucens_IN230829703_1139606.mp3	Oecanthus_pellucens	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	baranyaizsolt	https://www.inaturalist.org/observations/230829703	https://static.inaturalist.org/sounds/1139606.m4a?1721591397	null	Oecanthus_pellucens	Train
Oecanthus_pellucens_IN230595334_1138464.wav	Oecanthus_pellucens	Orthoptera	http://creativecommons.org/licenses/by/4.0/	carnifex	https://www.inaturalist.org/observations/230595334	https://static.inaturalist.org/sounds/1138464.mpga?1721510191	null	Oecanthus_pellucens	Train
Acheta_domesticus_IN231091698_1140778.wav	Acheta_domesticus	Orthoptera	http://creativecommons.org/licenses/by/4.0/	Lennart Hudel	https://www.inaturalist.org/observations/231091698	https://static.inaturali…8.wav?1721688328	null	Acheta_domesticus	Train
Pterophylla_camellifolia_IN228556067_1128068.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	bernyce	https://www.inaturalist.org/observations/228556067	https://static.inaturalist.org/sounds/1128068.m4a?1720661213	null	Pterophylla_camellifolia	Train
Pterophylla_camellifolia_IN230645191_1138675.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Gabriel Diggs	https://www.inaturalist.org/observations/230645191	https://static.inaturalist.org/sounds/1138675.m4a?1721527486	null	Pterophylla_camellifolia	Train
Amblycorypha_oblongifolia_IN231256550_1141638.mp3	Amblycorypha_oblongifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Austin	https://www.inaturalist.org/observations/231256550	https://static.inaturalist.org/sounds/1141638.m4a?1721760500	null	Amblycorypha_oblongifolia	Train
Roeseliana_roeselii_IN225702629_1112301.mp3	Roeseliana_roeselii	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	sirhck	https://www.inaturalist.org/observations/225702629	https://static.inaturalist.org/sounds/1112301.m4a?1719578115	null	Roeseliana_roeselii	Train
Pterophylla_camellifolia_IN174607537_776893.mp3	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	paton5	https://www.inaturalist.org/observations/174607537	https://static.inaturalist.org/sounds/776893.m4a?1690164069	null	Pterophylla_camellifolia	Train
Allonemobius_tinnulus_IN230967882_1140269.mp3	Allonemobius_tinnulus	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Cody Porter	https://www.inaturalist.org/observations/230967882	https://static.inaturalist.org/sounds/1140269.m4a?1721650062	null	Allonemobius_tinnulus	Train
Nemobius_sylvestris_IN229871293_1134780.mp3	Nemobius_sylvestris	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	admss	https://www.inaturalist.org/observations/229871293	https://static.inaturali…0.mp3?1721212736	null	Nemobius_sylvestris	Train
Pterophylla_camellifolia_IN87660387_277535.wav	Pterophylla_camellifolia	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	fyoun000	https://www.inaturalist.org/observations/87660387	https://static.inaturali…5.wav?1626661419	null	Pterophylla_camellifolia	Train
Tettigonia_viridissima_IN231257620_1141641.mp3	Tettigonia_viridissima	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	brigospo	https://www.inaturalist.org/observations/231257620	https://static.inaturalist.org/sounds/1141641.m4a?1721760839	null	Tettigonia_viridissima	Train
Oecanthus_pellucens_IN231150998_1141101.mp3	Oecanthus_pellucens	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Stephan Pflume	https://www.inaturalist.org/observations/231150998	https://static.inaturalist.org/sounds/1141101.m4a?1721717555	null	Oecanthus_pellucens	Train
Oecanthus_pellucens_IN231056213_1140674.wav	Oecanthus_pellucens	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Tobias Polzer	https://www.inaturalist.org/observations/231056213	https://static.inaturali…4.wav?1721677384	null	Oecanthus_pellucens	Train
Oecanthus_pellucens_IN230947760_1140162.mp3	Oecanthus_pellucens	Orthoptera	http://creativecommons.org/licenses/by-nc/4.0/	Manuel Raab	https://www.inaturalist.org/observations/230947760	https://static.inaturalist.org/sounds/1140162.m4a?1721638588	null	Oecanthus_pellucens	Train

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InsectSet459: An Open Dataset of Insect Sounds for Bioacoustic Machine Learning

Overview

InsectSet459 is a comprehensive dataset of insect sounds designed for developing and testing machine learning algorithms for automatic insect identification. It contains 26,399 audio files from 459 species of Orthoptera (crickets, grasshoppers, katydids) and Cicadidae (cicadas), providing 9.5 days of audio material.

Key Features

459 unique insect species (310 Orthopteran and 149 Cicada species)
26,399 audio files in WAV and MP3 formats
9.5 days of total audio duration
Diverse sample rates ranging from 8 to 500 kHz
Worldwide geographic coverage (heavily focused on Europe and North America)
Creative Commons licensed (CC-BY-4.0 or CC0)

Dataset Split

The dataset is divided into training, validation, and test sets with a 60/20/20 split:

Training set: 15,873 files (137.3 hours)
Validation set: 5,307 files (46.2 hours)
Test set: 5,219 files (43.7 hours)

Note: For the 2025 BioDCASE data challenge, the test set is being held back until the challenge concludes. The full version will be published as version 1.0 afterward.

Data Sources

Audio recordings were collected from three primary sources:

xeno-canto: Orthoptera recordings
iNaturalist: Orthoptera & Cicadidae recordings
BioAcoustica: Cicadidae recordings

Curation Process

Only research-grade observations from iNaturalist
One file per observation for those with multiple audio attachments
Deduplication based on MD5 checksums
Pooling recordings by username, species, location, date, and time
Selection of only one recording from a one-hour period
Minimum 10 sound examples per species
Stereo files converted to mono
Standardized formats (WAV and MP3)
Long recordings (>2 minutes) automatically trimmed
Species nomenclature unified using COL24.4 taxonomy

Use Cases

Development of acoustic insect monitoring systems
Biodiversity assessment through passive acoustic monitoring
Testing new audio representation methods for highly variable frequencies
Ecological research and insect population monitoring

Citation

@misc{faiß2025insectset459opendatasetinsect,
      title={InsectSet459: an open dataset of insect sounds for bioacoustic machine learning}, 
      author={Marius Faiß and Burooj Ghani and Dan Stowell},
      year={2025},
      eprint={2503.15074},
      archivePrefix={arXiv},
      primaryClass={cs.SD},
      url={https://arxiv.org/abs/2503.15074}, 
}

Creators

Marius Faiß (Max Planck Institute of Animal Behavior, Konstanz, Germany)
Burooj Ghani (Naturalis Biodiversity Centre, Leiden, The Netherlands)
Dan Stowell (Tilburg University, The Netherlands)

Downloads last month: 1,160

Size of downloaded dataset files:

92.1 GB

Size of the auto-converted Parquet files:

92.1 GB

Number of rows:

21,180