cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26560241.v1
title: Additional file 2 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 2: Table S2. Differentially expressed protein-coding genes identified in the porcine pulmonary arteries affected by embolism.
DOI: 10.15468/dl.3s86w9
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.616772 -37.610928, 144.616772 -37.617665, 144.625755 -37.617665, 144.625755 -37.613174, 144.623509 -37.613174, 144.623509 -37.610928, 144.616772 -37.610928))"
 ]
}

 The dataset includes 208 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065080-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26578136.v1
title: Additional file 3 of Assembling highly repetitive Xanthomonas TALomes using Oxford Nanopore sequencing

description: Additional file 3. Number of ONT reads completely spanning individual TALE clusters (+ 1 kbp upstream and downstream) for each of the sequenced Xoo and Xoc strains.
DOI: 10.6084/m9.figshare.26578136
title: Additional file 3 of Assembling highly repetitive Xanthomonas TALomes using Oxford Nanopore sequencing

description: Additional file 3. Number of ONT reads completely spanning individual TALE clusters (+ 1 kbp upstream and downstream) for each of the sequenced Xoo and Xoc strains.
DOI: 10.15468/dl.kwe5ct
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.426266 -35.582971, 147.426266 -35.585217, 147.430758 -35.585217, 147.430758 -35.587463, 147.433004 -35.587463, 147.433004 -35.582971, 147.426266 -35.582971))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065081-240626123714530/datasets/export for details.
DOI: 10.15468/dl.vscmzq
title: Occurrence Download

description: A dataset containing 5797 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((144.380963 -37.543554, 144.380963 -37.56152, 144.3877 -37.56152, 144.3877 -37.543554, 144.380963 -37.543554)), ((144.3877 -37.56152, 144.3877 -37.568258, 144.396683 -37.568258, 144.396683 -37.56152, 144.3877 -37.56152)), ((144.396683 -37.568258, 144.396683 -37.577241, 144.3877 -37.577241, 144.3877 -37.595207, 144.396683 -37.595207, 144.396683 -37.601945, 144.405667 -37.601945, 144.405667 -37.619911, 144.403421 -37.619911, 144.403421 -37.622157, 144.410158 -37.622157, 144.410158 -37.628894, 144.412404 -37.628894, 144.412404 -37.626648, 144.419141 -37.626648, 144.419141 -37.622157, 144.423633 -37.622157, 144.423633 -37.626648, 144.432616 -37.626648, 144.432616 -37.622157, 144.425879 -37.622157, 144.425879 -37.619911, 144.428125 -37.619911, 144.428125 -37.617665, 144.432616 -37.617665, 144.432616 -37.613174, 144.428125 -37.613174, 144.428125 -37.610928, 144.425879 -37.610928, 144.425879 -37.599699, 144.432616 -37.599699, 144.432616 -37.610928, 144.441599 -37.610928, 144.441599 -37.60419, 144.455074 -37.60419, 144.455074 -37.597453, 144.45732 -37.597453, 144.45732 -37.58847, 144.455074 -37.58847, 144.455074 -37.543554, 144.446091 -37.543554, 144.446091 -37.56152, 144.43037 -37.56152, 144.43037 -37.577241, 144.421387 -37.577241, 144.421387 -37.586224, 144.412404 -37.586224, 144.412404 -37.595207, 144.405667 -37.595207, 144.405667 -37.568258, 144.396683 -37.568258), (144.443845 -37.595207, 144.448337 -37.595207, 144.448337 -37.599699, 144.443845 -37.599699, 144.443845 -37.595207)))"
 ]
}

 The dataset includes 5797 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065082-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv6zt9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((147.441987 -35.589709, 147.441987 -35.596446, 147.448724 -35.596446, 147.448724 -35.600938, 147.453216 -35.600938, 147.453216 -35.603183, 147.457707 -35.603183, 147.457707 -35.600938, 147.462199 -35.600938, 147.462199 -35.5942, 147.457707 -35.5942, 147.457707 -35.589709, 147.441987 -35.589709)), ((147.462199 -35.600938, 147.462199 -35.605429, 147.464445 -35.605429, 147.464445 -35.600938, 147.462199 -35.600938)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065083-240626123714530/datasets/export for details.
DOI: 10.15468/dl.ucypwx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.21067 -35.596446, 147.21067 -35.600938, 147.215161 -35.600938, 147.215161 -35.596446, 147.21067 -35.596446))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065085-240626123714530/datasets/export for details.
DOI: 10.15468/dl.kzeg52
title: Occurrence Download

description: A dataset containing 2015288 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pesquería Artesanal de la Ciénaga Grande de Santa Marta - SIPEIN"
 ]
}

 The dataset includes 2015288 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065076-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqew4j
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((147.486903 -35.596446, 147.495886 -35.596446, 147.495886 -35.600938, 147.49364 -35.600938, 147.49364 -35.603183, 147.500378 -35.603183, 147.500378 -35.600938, 147.507115 -35.600938, 147.507115 -35.5942, 147.511607 -35.5942, 147.511607 -35.585217, 147.507115 -35.585217, 147.507115 -35.582971, 147.511607 -35.582971, 147.511607 -35.573988, 147.502623 -35.573988, 147.502623 -35.571742, 147.507115 -35.571742, 147.507115 -35.569496, 147.502623 -35.569496, 147.502623 -35.567251, 147.495886 -35.567251, 147.495886 -35.573988, 147.500378 -35.573988, 147.500378 -35.580725, 147.495886 -35.580725, 147.495886 -35.589709, 147.500378 -35.589709, 147.500378 -35.5942, 147.49364 -35.5942, 147.49364 -35.589709, 147.486903 -35.589709, 147.486903 -35.596446), (147.500378 -35.5942, 147.502623 -35.5942, 147.502623 -35.596446, 147.500378 -35.596446, 147.500378 -35.5942), (147.507115 -35.582971, 147.502623 -35.582971, 147.502623 -35.580725, 147.507115 -35.580725, 147.507115 -35.582971), (147.502623 -35.582971, 147.502623 -35.585217, 147.498132 -35.585217, 147.498132 -35.582971, 147.502623 -35.582971)), ((147.486903 -35.596446, 147.484657 -35.596446, 147.484657 -35.5942, 147.480165 -35.5942, 147.480165 -35.589709, 147.484657 -35.589709, 147.484657 -35.587463, 147.47792 -35.587463, 147.47792 -35.5942, 147.468936 -35.5942, 147.468936 -35.600938, 147.486903 -35.600938, 147.486903 -35.596446)), ((147.507115 -35.600938, 147.507115 -35.603183, 147.509361 -35.603183, 147.509361 -35.600938, 147.507115 -35.600938)), ((147.507115 -35.603183, 147.500378 -35.603183, 147.500378 -35.605429, 147.495886 -35.605429, 147.495886 -35.609921, 147.502623 -35.609921, 147.502623 -35.605429, 147.507115 -35.605429, 147.507115 -35.603183)), ((147.49364 -35.603183, 147.486903 -35.603183, 147.486903 -35.605429, 147.49364 -35.605429, 147.49364 -35.603183)), ((147.509361 -35.600938, 147.511607 -35.600938, 147.511607 -35.596446, 147.509361 -35.596446, 147.509361 -35.600938)))"
 ]
}

 The dataset includes 151 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065086-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26560244.v1
title: Additional file 3 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 3: Table S3. Differentially expressed long noncoding RNAs identified in the porcine pulmonary arteries affected by embolism.
DOI: 10.6084/m9.figshare.26560247.v1
title: Additional file 4 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 4: Table S4. Differentially alternative splicing events discovered by rMATS tools. Five alternative splicing event types show an imbalance in the percent splicing inclusion (PSI) values between CTR and PA-E libraries.
DOI: 10.6084/m9.figshare.26560241
title: Additional file 2 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 2: Table S2. Differentially expressed protein-coding genes identified in the porcine pulmonary arteries affected by embolism.
DOI: 10.6084/m9.figshare.26560244
title: Additional file 3 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 3: Table S3. Differentially expressed long noncoding RNAs identified in the porcine pulmonary arteries affected by embolism.
DOI: 10.6084/m9.figshare.26560247
title: Additional file 4 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 4: Table S4. Differentially alternative splicing events discovered by rMATS tools. Five alternative splicing event types show an imbalance in the percent splicing inclusion (PSI) values between CTR and PA-E libraries.
DOI: 10.6084/m9.figshare.26560250
title: Additional file 5 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 5: Table S5. Differences in alternative allele fraction for significant allele-specific expression sites identified in the porcine pulmonary arteries affected by embolism.
DOI: 10.6084/m9.figshare.26560253
title: Additional file 6 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 6: Table S6. Differentially expressed genes enriched in the Gene Ontology annotations.
DOI: 10.6084/m9.figshare.26578322.v1
title: Additional file 1 of Characterization of grain carotenoids in global sorghum germplasm to guide genomics-assisted breeding strategies

description: Additional file 1: Table S1. Raw carotenoid concentrations in SAP/CAP. Table S2. BLUPs for carotenoids in the SAP/CAP. Table S3. Carotenoids marker-trait associations in the SAP/CAP. Table S4. Carotenoid GEBV in SAP/CAP and unexplored germplasm. Table S5. Top 5% β-carotene GEBV in unexplored germplasm. Table S6. Allelic distribution of ZEP SNP S06_46717975. Table S7. A priori carotenoid candidate genes. Table S8. Common name, endosperm color, kernel color, race, and working group of evaluated accessions.
DOI: 10.15468/dl.63wabp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.509361 -35.609921, 147.509361 -35.612167, 147.511607 -35.612167, 147.511607 -35.609921, 147.509361 -35.609921))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065088-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26560298
title: Additional file 1 of DM-MOGA: a multi-objective optimization genetic algorithm for identifying disease modules of non-small cell lung cancer

description: Additional file 1: The protein–protein interaction information downloaded from HPRD.
DOI: 10.6084/m9.figshare.26560256
title: Additional file 7 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 7: Table S7. Differentially alternative splicing genes classified to the Gene Ontology terms.
DOI: 10.6084/m9.figshare.26560253.v1
title: Additional file 6 of Pulmonary artery embolism: comprehensive transcriptomic analysis in understanding the pathogenic mechanisms of the disease

description: Additional file 6: Table S6. Differentially expressed genes enriched in the Gene Ontology annotations.
DOI: 10.15468/dl.k7c7fw
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.47792 -35.612167, 147.47792 -35.616658, 147.475674 -35.616658, 147.475674 -35.618904, 147.489149 -35.618904, 147.489149 -35.62115, 147.498132 -35.62115, 147.498132 -35.618904, 147.502623 -35.618904, 147.502623 -35.616658, 147.507115 -35.616658, 147.507115 -35.612167, 147.47792 -35.612167))"
 ]
}

 The dataset includes 56 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065089-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3ffzg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.450583 -37.622157, 144.450583 -37.626648, 144.455074 -37.626648, 144.455074 -37.622157, 144.450583 -37.622157))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065090-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26578385.v1
title: Additional file 1 of Homogeneity and heterogeneity in near-infrared FTIR spectra of Ryugu returned samples

description: Additional file 1. Samples and number of spots used for PCA.
DOI: 10.15468/dl.xvgedh
title: Occurrence Download

description: A dataset containing 2176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Garrulax milnei (David, 1874), Gorsachius magnificus (Ogilvie-Grant, 1899), Ciconia nigra (Linnaeus, 1758))"
 ]
}

 The dataset includes 2176 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065091-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxr5j2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.426266 -35.618904, 147.426266 -35.62115, 147.439741 -35.62115, 147.439741 -35.625641, 147.437495 -35.625641, 147.437495 -35.627887, 147.441987 -35.627887, 147.441987 -35.618904, 147.426266 -35.618904))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065092-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26560298.v1
title: Additional file 1 of DM-MOGA: a multi-objective optimization genetic algorithm for identifying disease modules of non-small cell lung cancer

description: Additional file 1: The protein–protein interaction information downloaded from HPRD.
DOI: 10.15468/dl.sw5e4p
title: Occurrence Download

description: A dataset containing 150266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa palustris (L.) Besser"
 ]
}

 The dataset includes 150266 records from 1114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011934-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12703701
title: Savanna-like Mammalian Community in the Mid-Miocene of Northern China--Supplementary Data

description: Supplementary Data 1: Stable Carbon and Oxygen isotopes data of Junggar Basin and Tongxin region, China.

Supplementary Data 2: Teeth hypsodonty of herbivorous mammals from China and Europe, including Sandelzhausen, Steinheim, Sansan, Madrid Basin, Qaidam Basin, Tunggur region, Baode, Lantian, Junggar Basin and Tongxin region.

Supplementary Data 3: Body mass of herbivorous mammals from different locations in China.
DOI: 10.5281/zenodo.12703702
title: Savanna-like Mammalian Community in the Middle Miocene of Northern China--Supplementary tables

description: Supplementary table 1: Stable Carbon and Oxygen isotope data of Junggar Basin and Tongxin region, China.

Supplementary table 2: Body mass of herbivorous mammals from different locations, including Sandelzhausen, Steinheim basin, Madrid Basin, Qaidam Basin, Tunggur region, Baode, Lantian, Junggar Basin and Tongxin region.
DOI: 10.5281/zenodo.14131470
title: Savanna-like Mammalian Community in the Mid-Miocene of Northern China--Supplementary Data

description: Supplementary Data 1: Stable Carbon and Oxygen isotopes data of Junggar Basin and Tongxin region, China.

Supplementary Data 2: Teeth hypsodonty of herbivorous mammals from China and Europe, including Sandelzhausen, Steinheim, Sansan, Madrid Basin, Qaidam Basin, Tunggur region, Baode, Lantian, Junggar Basin and Tongxin region.

Supplementary Data 3: Body mass of herbivorous mammals from different locations in China.
DOI: 10.15468/dl.c86tbr
title: Occurrence Download

description: A dataset containing 14105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solenopsis geminata (Fabricius, 1804)"
 ]
}

 The dataset includes 14105 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011946-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svwtbw
title: Occurrence Download

description: A dataset containing 10972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "TaxonKey is Tetrax tetrax (Linnaeus, 1758)",
 "Year 2019-2024"
 ]
}

 The dataset includes 10972 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011947-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13358348
title: Data and Software for: 'A NICER View of PSR J1231−1411: A Complex Case'

description: Posterior sample files associated with the publication "A NICER View of PSR J1231−1411: A Complex Case" by Salmi et al. (2024b; arXiv.2409.14923; https://doi.org/10.3847/1538-4357/ad81d2).

Also included are: the data products; the numeric model files including the telescope calibration products; model modules in the Python language using the X-PSI framework; and Jupyter analysis notebooks.

Please refer to the README for detailed information.
DOI: 10.5281/zenodo.13358349
title: Data and Software for: 'A NICER View of PSR J1231−1411: A Complex Case'

description: Posterior sample files associated with the publication "A NICER View of PSR J1231−1411: A Complex Case" by Salmi et al. (2024b; arXiv.2409.14923; https://doi.org/10.3847/1538-4357/ad81d2).

Also included are: the data products; the numeric model files including the telescope calibration products; model modules in the Python language using the X-PSI framework; and Jupyter analysis notebooks.

Please refer to the README for detailed information.
DOI: 10.6084/m9.figshare.27683214.v1
title: onset_2020.csv

description: This dataset contains minute-resolution meteorological and environmental measurements from an observation tower in Innisfree Village, located in a small valley at the foot of the Blue Ridge Mountains in Virginia, USA. Variables include wind speed, gust speed, wind direction, temperature, relative humidity, solar radiation, atmospheric pressure, voltage, current, and rainfall. Data were collected continuously throughout 2020.
DOI: 10.6084/m9.figshare.27683214
title: onset_2020.csv

description: This dataset contains minute-resolution meteorological and environmental measurements from an observation tower in Innisfree Village, located in a small valley at the foot of the Blue Ridge Mountains in Virginia, USA. Variables include wind speed, gust speed, wind direction, temperature, relative humidity, solar radiation, atmospheric pressure, voltage, current, and rainfall. Data were collected continuously throughout 2020.
DOI: 10.15468/dl.7xjh63
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Crex crex (Linnaeus, 1758)",
 "Year 2019-2024"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011949-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je4yyh
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cotula abyssinica Sch.Bip. ex A.Rich."
 ]
}

 The dataset includes 71 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011950-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37hhvn
title: Occurrence Download

description: A dataset containing 7463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "TaxonKey is Fulica cristata Gmelin, 1789",
 "Year 2019-2024"
 ]
}

 The dataset includes 7463 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011951-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12512994
title: DISPLACE-2024 Dataset
title: The Second DISPLACE Challenge data

description: Inspired by the previous session of DISPLACE 2023 challenge, we have  launched the DISPLACE 2024 challenge  (https://displace2024.github.io/). Compared to the first DISPLACE challenge, the current challenge  includes an additional track on automatic speech recognition (ASR) in code-switched multi-accent  conversational scenarios along with speaker and language diarization tracks. We  release  supervised data for exploring new directions on multilingual multispeaker, multi accent conversational data. To the best of our knowledge, no publicly available dataset matches the diverse characteristics observed in the DISPLACE dataset, including code-mixing/switching, natural overlaps, reverberation, and noise. For this challenge, a natural multi-lingual, multi-speaker conversational dataset will be distributed for development and evaluation purposes. There will be no training data given and the participants will be free to use any resource for training the models. The challenge reflects the theme of Interspeech 2024 - "Speech and Beyond" in its true sense.The dataset can be obtained by orgainisers by sending the request form and duly signed the terms and condtionsLink for registration for obtaining the data : Registration Link