cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18710/igoap8/th9arp
title: 20210915_BJN_REDTEC_gps.txt
DOI: 10.18710/igoap8/ub1niy
title: 20211019_BJN_REDTEC_glo.txt
DOI: 10.18710/igoap8/uy87ph
title: 20210821_BJN_REDTEC_gps.txt
DOI: 10.18710/kxervx/ckex2m
title: 20211101_HOP_REDTEC_gps.txt
DOI: 10.18710/kxervx/j9eyqy
title: 20210825_HOP_REDTEC_gal.txt
DOI: 10.18710/kxervx/kf9tzs
title: 20210915_HOP_REDTEC_gps.txt
DOI: 10.18710/ofjaep/40btbo
title: 20211206_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/caocts
title: 20211102_BJN_REDOBS_glo.txt
DOI: 10.18710/ofjaep/ebzxrb
title: 20210914_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/equ6jd
title: 20210720_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/glxftk
title: 20211215_BJN_REDOBS_glo.txt
DOI: 10.18710/ofjaep/phynfz
title: 20210820_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/vq9hze
title: 20210802_BJN_REDOBS_gal.txt
DOI: 10.18710/xsscjq/8ecq3p
title: 20210308_KHO_REDTEC_glo.txt
DOI: 10.18710/xsscjq/pcdyxr
title: 20210804_KHO_REDTEC_gps.txt
DOI: 10.18710/xsscjq/wus3pj
title: 20210428_KHO_REDTEC_gps.txt
DOI: 10.18710/3aprcz/aid2eb
title: 20210527_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/gmc63e
title: 20210114_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/hsjtzi
title: 20210908_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/mpefzw
title: 20210930_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/q35l9l
title: 20210301_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/rz9etc
title: 20210510_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/uxcepc
title: 20210313_HOP_REDOBS_gal.txt
DOI: 10.18710/giijuw/mxuhad
title: 20210320_NYA_REDTEC_gps.txt
DOI: 10.18710/hd4fwr/2hgotq
title: 20210205_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/4n1qbo
title: 20210419_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/dhfw1w
title: 20210614_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/mlmsce
title: 20210102_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/n765z1
title: 20210314_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/sgv47s
title: 20210504_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/xiyau5
title: 20210301_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/xqvmxl
title: 20210609_KHO_REDOBS_gal.txt
DOI: 10.18710/igoap8/kgi2ta
title: 20210703_BJN_REDTEC_gal.txt
DOI: 10.18710/igoap8/tl78ba
title: 20210825_BJN_REDTEC_gps.txt
DOI: 10.18710/kxervx/ibi0pn
title: 20211029_HOP_REDTEC_gal.txt
DOI: 10.18710/kxervx/prqfsw
title: 20211101_HOP_REDTEC_glo.txt
DOI: 10.18710/ofjaep/8kaxmg
title: 20211003_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/ilopwn
title: 20210819_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/jdguva
title: 20210705_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/xa8mpz
title: 20211228_BJN_REDOBS_glo.txt
DOI: 10.18710/xsscjq/cwdo4y
title: 20211215_KHO_REDTEC_gps.txt
DOI: 10.18710/xsscjq/pyeacu
title: 20210417_KHO_REDTEC_glo.txt
DOI: 10.18710/xsscjq/uofsny
title: 20210925_KHO_REDTEC_glo.txt
DOI: 10.18710/3aprcz/2nacyv
title: 20210308_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/9uia4d
title: 20211203_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/cnboyz
title: 20210626_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/lnilxo
title: 20210819_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/owpf6y
title: 20210129_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/q5rdkc
title: 20210119_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/stzwri
title: 20210709_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/yeordg
title: 20211031_HOP_REDOBS_gal.txt
DOI: 10.18710/giijuw/vjgqge
title: 20210621_NYA_REDTEC_glo.txt
DOI: 10.18710/hd4fwr/2nhn1n
title: 20210203_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/64e0dx
title: 20210414_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/6vbewf
title: 20210601_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/7iuxem
title: 20210220_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/bmvgoz
title: 20210124_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/c1jboh
title: 20210607_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/cm5twn
title: 20210514_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/dowybn
title: 20210112_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/eep412
title: 20210404_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/lxuhs7
title: 20210418_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/mit6x0
title: 20210410_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/sx2qsx
title: 20210517_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/vsotuh
title: 20210628_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/xtsrqa
title: 20210416_KHO_REDOBS_gal.txt
DOI: 10.18710/igoap8/qxkuug
title: 20211105_BJN_REDTEC_glo.txt
DOI: 10.18710/igoap8/r5r14l
title: 20210826_BJN_REDTEC_glo.txt
DOI: 10.18710/kxervx/wa1xqv
title: 20210422_HOP_REDTEC_gps.txt
DOI: 10.18710/ofjaep/76xpuw
title: 20211029_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/anjebd
title: 20210801_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/cowftr
title: 20210827_BJN_REDOBS_glo.txt
DOI: 10.18710/ofjaep/dn6ttg
title: 20211026_BJN_REDOBS_glo.txt
DOI: 10.18710/3aprcz/4wfioo
title: 20211218_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/6rbywd
title: 20211228_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/btgfer
title: 20210507_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/fyyvbm
title: 20210213_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/lkib4p
title: 20210630_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/s1ugpa
title: 20210317_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/s2nfxs
title: 20210226_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/xaqji1
title: 20210825_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/xv1mb8
title: 20210531_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/y4aoke
title: 20211106_HOP_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/nlmqwi
title: 20210125_KHO_REDOBS_glo.txt
DOI: 10.18710/ofjaep/eaxiqk
title: 20210925_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/ezznno
title: 20210716_BJN_REDOBS_glo.txt
DOI: 10.18710/ofjaep/hpcvlb
title: 20210730_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/jsmaot
title: 20211031_BJN_REDOBS_glo.txt
DOI: 10.18710/ofjaep/sc0jfb
title: 20210926_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/vv0vbv
title: 20210917_BJN_REDOBS_glo.txt
DOI: 10.18710/3aprcz/26igo3
title: 20210216_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/dpo3yq
title: 20210905_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/e36fwo
title: 20211013_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/gtomko
title: 20210311_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/lbsbtt
title: 20210811_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/o5gbwy
title: 20211010_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/pwoc1g
title: 20210114_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/s6lfxk
title: 20210517_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/sugpya
title: 20210909_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/tlwuta
title: 20210322_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/vsgrnc
title: 20210320_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/we5qh0
title: 20211027_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/zljfdr
title: 20210402_HOP_REDOBS_glo.txt
DOI: 10.18710/xsscjq/0sm1de
title: 20210310_KHO_REDTEC_gal.txt
DOI: 10.18710/3aprcz/749qie
title: 20210316_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/ccyqyk
title: 20210125_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/fx78fx
title: 20210626_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/klzped
title: 20210723_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/obpzmv
title: 20211026_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/uge2aj
title: 20210914_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/v2gzh1
title: 20211101_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/x2iuqb
title: 20211003_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/zqsz4v
title: 20210326_HOP_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/bzr6ho
title: 20210204_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/gk3idu
title: 20210118_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/no0iqa
title: 20210226_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/w7axbs
title: 20210312_KHO_REDOBS_glo.txt
DOI: 10.18710/ofjaep/bird84
title: 20211012_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/ros21u
title: 20210729_BJN_REDOBS_glo.txt
DOI: 10.18710/ofjaep/trsnyy
title: 20211222_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/xqfs0c
title: 20211019_BJN_REDOBS_gps.txt
DOI: 10.15468/dl.7qpd43
title: Occurrence Download

description: A dataset containing 16989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.47244 26.92284,67.47244 26.92284,67.47244 82.07716,-70.47244 82.07716,-70.47244 26.92284))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eledone cirrhosa"
 ]
}

 The dataset includes 16989 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054564-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18710/3aprcz/1q224i
title: 20211129_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/b4j4mj
title: 20210131_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/glf0gx
title: 20211205_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/h4vkgg
title: 20210505_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/hu4pyd
title: 20211219_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/hzcnvh
title: 20211228_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/p4tt7u
title: 20210110_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/p8gmxh
title: 20210523_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/stzpll
title: 20210616_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/taefq2
title: 20211217_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/tplxik
title: 20210204_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/wmjhqg
title: 20210509_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/yislov
title: 20210802_HOP_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/3ql48q
title: 20210108_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/aoe0sg
title: 20210509_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/aznice
title: 20210216_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/ifwssi
title: 20210321_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/n11ren
title: 20210417_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/w16ooa
title: 20210226_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/zzyvnr
title: 20210113_KHO_REDOBS_glo.txt
DOI: 10.18710/kxervx/mkjeqg
title: 20210304_HOP_REDTEC_gal.txt
DOI: 10.18710/kxervx/s7k0zg
title: 20210819_HOP_REDTEC_gps.txt
DOI: 10.18710/ofjaep/a1jdxy
title: 20211023_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/fwandp
title: 20211110_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/gehear
title: 20211010_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/phgglj
title: 20210924_BJN_REDOBS_gal.txt
DOI: 10.18710/3aprcz/qfrfxo
title: 20210510_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/u3brus
title: 20210602_HOP_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/rrffld
title: 20210503_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/xpovbr
title: 20210519_KHO_REDOBS_glo.txt
DOI: 10.18710/xsscjq/2szsno
title: 20210121_KHO_REDTEC_glo.txt
DOI: 10.18710/3aprcz/c9wjg9
title: 20210302_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/cvxcsp
title: 20210528_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/f5aa9w
title: 20210630_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/hnwjff
title: 20210717_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/vcdt4k
title: 20210507_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/vmxtrg
title: 20210403_HOP_REDOBS_gal.txt
DOI: 10.18710/giijuw/zd8s8h
title: 20211023_NYA_REDTEC_gal.txt
DOI: 10.18710/hd4fwr/3pbziy
title: 20210412_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/avrwtz
title: 20210108_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/ima8xv
title: 20210502_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/lkcjjy
title: 20210128_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/n4yfyq
title: 20210124_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/nidzrc
title: 20210111_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/oha6a2
title: 20210328_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/pv8tmm
title: 20210214_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/rnnxvp
title: 20210524_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/rzozsh
title: 20210624_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/vy8trc
title: 20210610_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/vydegc
title: 20210122_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/w46nyj
title: 20210223_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/xaf8n1
title: 20210212_KHO_REDOBS_gps.txt
DOI: 10.18710/igoap8/9wsqtt
title: 20210714_BJN_REDTEC_gps.txt
DOI: 10.18710/igoap8/aorkxt
title: 20211110_BJN_REDTEC_gal.txt
DOI: 10.18710/igoap8/lebadj
title: 20211209_BJN_REDTEC_gps.txt
DOI: 10.18710/kxervx/maamwi
title: 20211021_HOP_REDTEC_glo.txt
DOI: 10.18710/xsscjq/9bbrzi
title: 20210905_KHO_REDTEC_gal.txt
DOI: 10.5281/zenodo.16981326
title: Dataset for ICASSP 2026 Cadenza Challenge: Predicting Lyric Intelligibility (CLIP)

description: Cadenza

This is the training and validation data for the ICASSP 2026 Cadenza Challenge: Predicting Lyrics Intelligibility (CLIP1)

Understanding the lyrics in music is key for music enjoyment [1]. People with hearing loss can have difficulties to clearly and effortlessly hearing lyrics [2], however. In speech technology, having metrics to automatically evaluate intelligibility has driven improvements in speech enhancement. We want to do the same for music with lyrics!

A detailed description of the challenge can be found on our website

License

This dataset is shared under the CPC-4 License (Creative Production Commons 4.0).

Citation

If you use this dataset in your work, please cite the papers, not the Zenodo record:

Roa-Dabike, G., Cox, T. J., Barker, J. P., Fazenda, B. M., Graetzer, S., Vos, R. R., Akeroyd, M. A., Firth, J., Whitmer, W. M., Bannister, S., & Greasley, A. (submitted). The Cadenza Lyric Intelligibility Prediction (CLIP) Dataset. Data in Brief.

Roa-Dabike, G., Barker, J. P., Cox, T. J., Akeroyd, M. A., Bannister, S., Fazenda, B., Firth, J., Graetzer, S., Greasley, A., Vos, R. R., & Whitmer, W. M. (2026). Overview of the ICASSP 2026 Cadenza Challenge: Predicting Lyric Intelligibility (Manuscript submitted for publication). IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).

Bibtext

@article{roa2025clip,  title  = {The Cadenza Lyric Intelligibility Prediction (CLIP) Dataset},  author = {Roa-Dabike, Gerardo and Cox, Trevor J. and Barker, Jon P. and Fazenda, Bruno M. and Graetzer, Simone and Vos, Rebecca R. and Akeroyd, Michael A. and Firth, Jennifer and Whitmer, William M. and Bannister, Scott and Greasley, Alinka},  journal = {Data in Brief},  year  = {2025}}

@inproceedings{roa2026cadenza_overview,  title        = {Overview of the ICASSP 2026 Cadenza Challenge: Predicting Lyric Intelligibility},  author       = {Roa-Dabike, Gerardo and Barker, Jon P. and Cox, Trevor J. and                   Akeroyd, Michael A. and Bannister, Scott and                   Fazenda, Bruno and Firth, Jennifer and Graetzer, Simone and                   Greasley, Alinka and Vos, Rebecca R. and Whitmer, William M.},  booktitle    = {Proc. IEEE ICASSP},  year         = {2026},  note         = {To appear}}

 
description: Overview of Files



cadenza_clip1_data.train.v1.2.tar.gz: Package with the training audio data

cadenza_clip1_data.valid.v1.2.tar.gz: Package with the validation audio data

cadenza_clip1_data.valid.v1.2.tar.gz: Package with the evaluation audio data

cadenza_clip1_data.metadata.v1.3.tar.gz: Package with the metadata for training, validation and evaluation

cadenza_clip1_data.demo.v1.0.tar.gz: A subset of 5 samples from the training and validation data

CHANGELOG.md: History with the changes of the data

clip1_track_license_1.00.csv: License of the audio tracks used as provided by FMA dataset

README.md: readme file
DOI: 10.5281/zenodo.17950664
title: Dataset for ICASSP 2026 Cadenza Challenge: Predicting Lyric Intelligibility (CLIP)

description: Cadenza

This is the training and validation data for the ICASSP 2026 Cadenza Challenge: Predicting Lyrics Intelligibility (CLIP1)

Understanding the lyrics in music is key for music enjoyment [1]. People with hearing loss can have difficulties to clearly and effortlessly hearing lyrics [2], however. In speech technology, having metrics to automatically evaluate intelligibility has driven improvements in speech enhancement. We want to do the same for music with lyrics!

A detailed description of the challenge can be found on our website

License

This dataset is shared under the CPC-4 License (Creative Production Commons 4.0).

Citation

If you use this dataset in your work, please cite the papers, not the Zenodo record:

Roa-Dabike, G., Cox, T. J., Barker, J. P., Fazenda, B. M., Graetzer, S., Vos, R. R., Akeroyd, M. A., Firth, J., Whitmer, W. M., Bannister, S., & Greasley, A. (submitted). The Cadenza Lyric Intelligibility Prediction (CLIP) Dataset. Data in Brief.

Roa-Dabike, G., Barker, J. P., Cox, T. J., Akeroyd, M. A., Bannister, S., Fazenda, B., Firth, J., Graetzer, S., Greasley, A., Vos, R. R., & Whitmer, W. M. (2026). Overview of the ICASSP 2026 Cadenza Challenge: Predicting Lyric Intelligibility (Manuscript submitted for publication). IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).

Bibtext

@article{roa2025clip,  title  = {The Cadenza Lyric Intelligibility Prediction (CLIP) Dataset},  author = {Roa-Dabike, Gerardo and Cox, Trevor J. and Barker, Jon P. and Fazenda, Bruno M. and Graetzer, Simone and Vos, Rebecca R. and Akeroyd, Michael A. and Firth, Jennifer and Whitmer, William M. and Bannister, Scott and Greasley, Alinka},  journal = {Data in Brief},  year  = {2025}}

@inproceedings{roa2026cadenza_overview,  title        = {Overview of the ICASSP 2026 Cadenza Challenge: Predicting Lyric Intelligibility},  author       = {Roa-Dabike, Gerardo and Barker, Jon P. and Cox, Trevor J. and                   Akeroyd, Michael A. and Bannister, Scott and                   Fazenda, Bruno and Firth, Jennifer and Graetzer, Simone and                   Greasley, Alinka and Vos, Rebecca R. and Whitmer, William M.},  booktitle    = {Proc. IEEE ICASSP},  year         = {2026},  note         = {To appear}}

 
description: Overview of Files



cadenza_clip1_data.train.v1.2.tar.gz: Package with the training audio data

cadenza_clip1_data.valid.v1.2.tar.gz: Package with the validation audio data

cadenza_clip1_data.valid.v1.2.tar.gz: Package with the evaluation audio data

cadenza_clip1_data.metadata.v1.3.tar.gz: Package with the metadata for training, validation and evaluation

cadenza_clip1_data.demo.v1.0.tar.gz: A subset of 5 samples from the training and validation data

CHANGELOG.md: History with the changes of the data

clip1_track_license_1.00.csv: License of the audio tracks used as provided by FMA dataset

README.md: readme file
DOI: 10.15468/dl.2ja83q
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stonesia heterospathella"
 ]
}

 The dataset includes 44 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054565-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18710/3aprcz/cnc1pz
title: 20211004_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/m4k7hp
title: 20210211_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/xnitsl
title: 20210121_HOP_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/pg66ly
title: 20210611_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/t9cfhx
title: 20210512_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/uswyz8
title: 20210117_KHO_REDOBS_glo.txt
DOI: 10.18710/ofjaep/styvay
title: 20210810_BJN_REDOBS_gps.txt
DOI: 10.18710/3aprcz/0gksom
title: 20210614_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/4p9vvf
title: 20210516_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/8iemgk
title: 20210406_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/9bkqml
title: 20210519_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/c40phn
title: 20210911_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/e6uu8x
title: 20210224_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/evt1yl
title: 20211014_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/fbedst
title: 20210307_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/fwcj8l
title: 20210529_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/fy2zgn
title: 20211004_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/g7nci1
title: 20210306_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/gaxdf8
title: 20210929_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/j66thy
title: 20210318_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/jmsrhk
title: 20211126_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/k7capw
title: 20210804_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/mjzztb
title: 20210326_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/mvaqpj
title: 20210815_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/ooheix
title: 20211107_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/r31rol
title: 20210601_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/rddbci
title: 20210121_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/rkzudr
title: 20210822_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/sdgqcg
title: 20211231_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/uza75i
title: 20210722_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/xerguo
title: 20210205_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/zvbwjw
title: 20211122_HOP_REDOBS_glo.txt
DOI: 10.18710/giijuw/8jwfs5
title: 20210110_NYA_REDTEC_gal.txt
DOI: 10.18710/giijuw/kxjy1f
title: 20210427_NYA_REDTEC_glo.txt
DOI: 10.18710/giijuw/usohzw
title: 20211218_NYA_REDTEC_glo.txt
DOI: 10.18710/hd4fwr/4m4koi
title: 20210401_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/5oglkd
title: 20210626_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/eaqety
title: 20210120_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/exjo83
title: 20210228_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/g0hodu
title: 20210202_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/iiduk3
title: 20210220_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/j21ttm
title: 20210101_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/jfdnmg
title: 20210618_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/kpprn7
title: 20210306_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/pkktgx
title: 20210206_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/wwkhse
title: 20210120_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/xlo7tg
title: 20210622_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/zrpkcd
title: 20210317_KHO_REDOBS_gal.txt
DOI: 10.18710/igoap8/ihycud
title: 20211112_BJN_REDTEC_gps.txt
DOI: 10.18710/igoap8/luo9ge
title: 20210816_BJN_REDTEC_glo.txt
DOI: 10.18710/kxervx/bg1xl1
title: 20211021_HOP_REDTEC_gps.txt
DOI: 10.18710/kxervx/frj5u9
title: 20210625_HOP_REDTEC_glo.txt
DOI: 10.18710/kxervx/fthsuh
title: 20211109_HOP_REDTEC_gps.txt
DOI: 10.18710/ofjaep/5yqc3g
title: 20211018_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/6mg8hx
title: 20210808_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/7bkbhb
title: 20210727_BJN_REDOBS_glo.txt
DOI: 10.18710/ofjaep/bbhw63
title: 20211123_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/f1rjh7
title: 20211214_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/jvlbdj
title: 20210823_BJN_REDOBS_glo.txt
DOI: 10.18710/ofjaep/mousaf
title: 20211116_BJN_REDOBS_glo.txt
DOI: 10.18710/ofjaep/p1vqop
title: 20211227_BJN_REDOBS_gps.txt
DOI: 10.18710/ofjaep/yrtma4
title: 20210709_BJN_REDOBS_glo.txt
DOI: 10.18710/xsscjq/fkjech
title: 20210919_KHO_REDTEC_gal.txt
DOI: 10.18710/xsscjq/rbugry
title: 20210530_KHO_REDTEC_glo.txt
DOI: 10.18710/3aprcz/2l5wht
title: 20210218_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/bnv8fn
title: 20210702_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/koprrm
title: 20210912_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/sii98r
title: 20211024_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/xzj39q
title: 20210202_HOP_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/uqbyez
title: 20210218_KHO_REDOBS_glo.txt
DOI: 10.18710/ofjaep/p88axh
title: 20211114_BJN_REDOBS_gal.txt
DOI: 10.18710/ofjaep/w5yavl
title: 20210715_BJN_REDOBS_glo.txt
DOI: 10.18710/3aprcz/4flunt
title: 20210404_HOP_REDOBS_gal.txt
DOI: 10.18710/3aprcz/9onro3
title: 20210228_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/axhq0p
title: 20211012_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/l5xi7l
title: 20210924_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/xulzfc
title: 20210805_HOP_REDOBS_glo.txt
DOI: 10.18710/3aprcz/y0kzkw
title: 20210531_HOP_REDOBS_gps.txt
DOI: 10.18710/3aprcz/zrhamu
title: 20210624_HOP_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/1f2rf0
title: 20210225_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/1g7lsq
title: 20210207_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/4my37t
title: 20210411_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/azouja
title: 20210504_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/ddxkfp
title: 20210314_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/dkcknt
title: 20210317_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/f5opg0
title: 20210125_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/gb8frx
title: 20210209_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/ghmq6u
title: 20210107_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/gjgacm
title: 20210530_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/hsxosl
title: 20210421_KHO_REDOBS_glo.txt
DOI: 10.18710/hd4fwr/ih6kws
title: 20210430_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/iotuv4
title: 20210327_KHO_REDOBS_gps.txt
DOI: 10.18710/hd4fwr/jrbuob
title: 20210531_KHO_REDOBS_gal.txt
DOI: 10.18710/hd4fwr/lcbnk2
title: 20210612_KHO_REDOBS_glo.txt