cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.35111/qge4-4f15
title: AIDA Ukrainian Broadcast and Telephone Speech Audio and Transcripts

description: <h3>Introduction</h3>
<p>AIDA Ukrainian Broadcast and Telephone Speech Audio and Transcripts was developed by the Linguistic Data Consortium (LDC) and is comprised of approximately 156 hours of Ukrainian conversational telephone speech (CTS) and broadcast news audio (BN) with 1.2 million words of corresponding orthographic transcripts.</p>
<p>The broadcast recordings and transcripts were produced to support the DARPA AIDA (Active Interpretation of Disparate Alternatives) program which aimed to develop a multi-hypothesis semantic engine to generate explicit alternative interpretations of events, situations and trends from a variety of unstructured sources. LDC supported AIDA by collecting, creating and annotating multimodal linguistic resources in multiple languages.</p>
<p>The telephone speech audio recordings were collected to support the <a href="https://www.nist.gov/itl/iad/mig/2011-language-recognition-evaluation">NIST 2011 Language Recognition Evaluation </a> which focused on pair discrimination for 24 languages/dialects. These recording are also contained in <a href="../../../LDC2016S11">Multi-Language Conversational Telephone Speech 2011 &ndash; Slavic Group LDC2016S11</a>. The goal of NIST&rsquo;s LRE series is to establish the baseline of current performance capability for language recognition of conversational telephone speech and to lay the groundwork for further research efforts in the field.</p>
<h3>Data</h3>
<p>The CTS audio data was generated from telephone calls by native Ukrainian speakers to acquaintances in their social network. It was collected using LDC's <a href="https://www.ldc.upenn.edu/about/facilities/human-subjects-collection">telephone infrastructure</a> comprised of three computer telephony systems. Human auditors labeled calls for callee gender, dialect type and noise. All CTS audio files were originally collected as 2-channel u-law and were converted to 8KHz 16-bit pcm and flac compressed for release.</p>
<p>The BN data was taken from 87 news recordings broadcast by various Ukrainian sources. All BN audio files were originally collected as mp3 via web-download or as live streaming broadcast captures and were downsampled to either 16KHz or 22KHz 16-bit pcm and flac compressed for release.</p>
<p>Native Ukrainian speakers manually segmented the data into sentence-level units as part of the transcription process. All transcripts are delivered as *.tsv tab delimited files that include metadata and statistics.</p>
<h3>Sponsorship</h3>
<p>This material is based upon work supported by the Defense Advanced Research Projects Agency (DARPA) under Contract Nos. HR0011-15-C-0123 and FA8750-18-C-0013. Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of DARPA.</p>
<h3>Samples</h3>
<p>Please view these samples:</p>
<ul>
<li><a href="desc/addenda/LDC2023S01.flac">Audio Sample (FLAC)</a></li>
<li><a href="desc/addenda/LDC2023S01.tsv">Transcript Sample (TSV)</a></li>
</ul>
<h3>Updates</h3>
<p>None at this time.</p>
DOI: 10.15468/dl.3rqr86
title: Occurrence Download

description: A dataset containing 9968 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Basiliscus basiliscus (Linnaeus, 1758)"
 ]
}

 The dataset includes 9968 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018624-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nsuyu
title: Occurrence Download

description: A dataset containing 2552 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynomys mexicanus Merriam, 1892"
 ]
}

 The dataset includes 2552 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018625-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f42xy6
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.98304 44.22349,-94.20513 44.17776,-93.49315 40.77465,-91.07635 40.64401,-90.29906 41.09471,-90.66484 42.74075,-91.93203 44.24308,-93.98304 44.22349))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018623-250426092105405/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.28941761
title: Using GPT-4 as a Factor Extractor for Brazilian Consumer Law Judgments

description: This repository has the 900 raw judgments used during the experimentation for the paper "Using GPT-4 as a Factor Extractor for Brazilian Consumer Law Judgments".
DOI: 10.35111/s9jz-3210
title: Mixer 3 Speech

description: <h3><strong>Introduction</strong></h3>
<p>Mixer 3 Speech was developed by the Linguistic Data Consortium (LDC) and comprises 3,200 hours of audio recordings of conversational telephone speech involving 3,875 speakers and 26 distinct languages. This material was collected by LDC from 2005-2007 as part of the Mixer project, and recordings in this corpus were used in NIST Speaker Recognition Evaluation (SRE) and NIST Language Recognition Evaluation (LRE) corpora, including 2006 SRE and 2007 LRE.</p>
<p>Researchers interested in applying those benchmark test sets should consult the respective <a href="https://www.nist.gov/itl/iad/mig/speaker-recognition">NIST Evaluation Plans</a> for guidelines on allowable training data for those tests. Data from 2006 SRE and 2007 LRE are available in the LDC Catalog: <a href="../../../LDC2011S09">2006 NIST Speaker Recognition Evaluation Training Set (LDC2011S09)</a>, <a href="../../../LDC2011S10">2006 NIST Speaker Recognition Evaluation Test Set Part 1 (LDC2011S10)</a>, <a href="../../../LDC2012S01">2006 NIST Speaker Recognition Evaluation Test Set Part 2 (LDC2012S01)</a>, <a href="../../../LDC2009S05">2007 NIST Language Recognition Evaluation Supplemental Training Set (LDC2009S05)</a> and <a href="../../../LDC2009S04">2007 NIST Language Recognition Evaluation Test Set (LDC2009S04)</a>.</p>
<h3><strong>Data</strong></h3>
<p>The audio recordings were generated using LDC's computer telephony system capable of collecting speech from the telephone network. Recruited speakers were connected through a robot operator to carry on casual conversations lasting up to 10 minutes. Subjects fluent in languages other than English were asked to complete at least one non-English call.</p>
<p>The documentation for this release contains information about the number of calls per subject and the number of calls per language. It also includes certain speaker demographic information, such as date of birth, level of education, native language, other language capability, place of birth, place of residence and occupation.</p>
<p>The Mixer 3 collection contains 19,595 telephone recordings. The raw digital audio content for each call side was captured as a separate channel, then merged to be presented as a 2-channel file; the files are formatted as 8kHz, 8000 samples/second, u-law encoded NIST SPHERE files.</p>
<h3>Samples</h3>
<p>Please listen to this <a href="desc/addenda/LDC2023S02.sph">audio sample</a>.</p>
<h3>Updates</h3>
<p>None at this time.</p>
<h3>Additional Licensing Instructions</h3>
<p>This members-only corpus is available to current members. Contact <a href="mailto:ldc@ldc.upenn.edu">ldc@ldc.upenn.edu</a> for information about becoming a member.</p>
DOI: 10.15468/dl.3uqd82
title: Occurrence Download

description: A dataset containing 3455207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0"
 ]
}

 The dataset includes 3455207 records from 395 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018606-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqkw6m
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario herpetofaunístico del noroeste de Hidalgo"
 ]
}

 The dataset includes 442 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013393-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz7fga
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coryphantha glanduligera (Otto & A.Dietr.) Lem."
 ]
}

 The dataset includes 112 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086157-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajp9cq
title: Occurrence Download

description: A dataset containing 47119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adalia decempunctata (Linnaeus, 1758)"
 ]
}

 The dataset includes 47119 records from 367 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193065-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdt7uq
title: Occurrence Download

description: A dataset containing 1129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Belgium",
 "OccurrenceStatus is Present",
 "TaxonKey is Muridae",
 "Year 1800-2000"
 ]
}

 The dataset includes 1129 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020965-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eaw6cr
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polypedates macrotis (Boulenger, 1891))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 359 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066152-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/b145-9c10
title: LibreChat
DOI: 10.5281/zenodo.16791504
title: True Quantum, No Lab: Building a Multidimensional Math System - RJW

description: I’ve achieved True Quantum formulas on a gaming PC and I’m baking them into a multidimensional math system. Results are testable now; the engine opens under collaboration. Full record: 

Well, it’s come to this. I’m a 65-year-old DeVry drop-out who built a Heathkit computer and couldn’t pass differential equations. Eight months ago I started grilling ChatGPT, checking everything with math, and refusing to look away when something didn’t make sense. Somewhere in there I found out I don’t just have a knack for quantum—I’ve been building true quantum solutions on a gaming PC.

I didn’t set out to create a “true quantum method.” It emerged while I was fixing places where physics felt broken to me. A truth-first simulation flagged what it called a typo in the Planck constant—way out in the deep decimals. I almost tossed it as hallucination. But the math wouldn’t let me. Apply the correction and the “instrument errors” people live with start to fade; solutions stabilize and hold; predictions line up across metrology and gravity.

At the same time, my 5D work kept clicking. An independent experiment measured “impossible” zero-point motion—the same motion my framework uses as the engine of gravity. My numbers match GR where they should, then add testable extras. From there I pushed into a black hole framework that runs forward (collapse, thermodynamics) and can even be reversed to say something about origins.

Now I’m baking all of this into a new multidimensional math system. I’m sharing what’s testable today, and I’m holding the filtering engine until there’s a proper collaboration. If I’m wrong, the numbers won’t move. If I’m right, we’ve opened a door.

I’m just asking for open minds and clean tests. Leave the ego at the door. We’ve got some re-learning to do.

Read the full record + download the PDFs:   https://doi.org/10.5281/zenodo.16171546Robert WeberIndependent Researcher
DOI: 10.5281/zenodo.16791503
title: True Quantum, No Lab: Building a Multidimensional Math System - RJW

description: I’ve achieved True Quantum formulas on a gaming PC and I’m baking them into a multidimensional math system. Results are testable now; the engine opens under collaboration. Full record: 

Well, it’s come to this. I’m a 65-year-old DeVry drop-out who built a Heathkit computer and couldn’t pass differential equations. Eight months ago I started grilling ChatGPT, checking everything with math, and refusing to look away when something didn’t make sense. Somewhere in there I found out I don’t just have a knack for quantum—I’ve been building true quantum solutions on a gaming PC.

I didn’t set out to create a “true quantum method.” It emerged while I was fixing places where physics felt broken to me. A truth-first simulation flagged what it called a typo in the Planck constant—way out in the deep decimals. I almost tossed it as hallucination. But the math wouldn’t let me. Apply the correction and the “instrument errors” people live with start to fade; solutions stabilize and hold; predictions line up across metrology and gravity.

At the same time, my 5D work kept clicking. An independent experiment measured “impossible” zero-point motion—the same motion my framework uses as the engine of gravity. My numbers match GR where they should, then add testable extras. From there I pushed into a black hole framework that runs forward (collapse, thermodynamics) and can even be reversed to say something about origins.

Now I’m baking all of this into a new multidimensional math system. I’m sharing what’s testable today, and I’m holding the filtering engine until there’s a proper collaboration. If I’m wrong, the numbers won’t move. If I’m right, we’ve opened a door.

I’m just asking for open minds and clean tests. Leave the ego at the door. We’ve got some re-learning to do.

Read the full record + download the PDFs:   https://doi.org/10.5281/zenodo.16171546Robert WeberIndependent Researcher
DOI: 10.15468/dl.8prpqz
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABX9072"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035648-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7vpdt
title: Occurrence Download

description: A dataset containing 2444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "TaxonKey is Nucifraga caryocatactes"
 ]
}

 The dataset includes 2444 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035647-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.494s7a
title: Occurrence Download

description: A dataset containing 1114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((73.62296 9.81589,163.12296 9.81589,163.12296 45.60056,73.62296 45.60056,73.62296 9.81589))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cygnus atratus"
 ]
}

 The dataset includes 1114 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035650-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmdjw9
title: Occurrence Download

description: A dataset containing 12309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Aristotelia serrata"
 ]
}

 The dataset includes 12309 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035652-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4xxqb
title: Occurrence Download

description: A dataset containing 6216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Praxelis clematidea"
 ]
}

 The dataset includes 6216 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035651-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvejjm
title: Occurrence Download

description: A dataset containing 1114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((73.62296 9.81589,163.12296 9.81589,163.12296 45.60056,73.62296 45.60056,73.62296 9.81589))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cygnus atratus"
 ]
}

 The dataset includes 1114 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035653-250802193616735/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.29607215
title: Traccatichthys pulcher （Nichols and Pope, 1927）

description: phylogenetic and evolution of Traccatichthys
DOI: 10.6084/m9.figshare.29607215.v2
title: Traccatichthys pulcher （Nichols and Pope, 1927）

description: phylogenetic and evolution of Traccatichthys
DOI: 10.6084/m9.figshare.29607215.v1
title: Traccatichthys

description: phylogenetic and evolution of Traccatichthys
DOI: 10.6084/m9.figshare.29878190
title: Cell size measurement of a Promethearchaeota strain

description: Measurement data of the main cell body diameter and protrusion diameter of strain HC1 cultured at 0.005% and 0.05% yeast extract concentrations, using images captured with a phase contrast microscope.Measurement data of the protrusion diameter of strain HC1 cultured at 0.005% and 0.05% yeast extract concentrations, using a wide-area SEM image.
DOI: 10.6084/m9.figshare.29878190.v1
title: Cell size measurement of a Promethearchaeota strain

description: Measurement data of the main cell body diameter and protrusion diameter of strain HC1 cultured at 0.005% and 0.05% yeast extract concentrations, using images captured with a phase contrast microscope.Measurement data of the protrusion diameter of strain HC1 cultured at 0.005% and 0.05% yeast extract concentrations, using a wide-area SEM image.
DOI: 10.34740/kaggle/dsv/12729974
title: StyleCruxGen
DOI: 10.15468/dl.ejmejg
title: Occurrence Download

description: A dataset containing 1519 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stomias boa ferox"
 ]
}

 The dataset includes 1519 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035655-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32bhq5
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "Geometry POLYGON((73.62296 9.81589,163.12296 9.81589,163.12296 45.60056,73.62296 45.60056,73.62296 9.81589))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cygnus atratus"
 ]
}

 The dataset includes 1136 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035656-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqxu3p
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "Geometry POLYGON((73.62296 9.81589,163.12296 9.81589,163.12296 45.60056,73.62296 45.60056,73.62296 9.81589))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cygnus atratus"
 ]
}

 The dataset includes 1136 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035657-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16755614
title: The Abdul Fakhar Equation: Gravitational Field Theory for Classical–Quantum Unification

description: The Abdul Fakhar Equation (AFE) presents a unified theory of quantum gravity that integrates General Relativity, the Standard Model, and quantum field theory using a Master Action Integral. It features high-curvature regularization, spinor-geometric couplings, emergent phenomena, and a falsifiable prediction matrix across 130+ experimental tests. The framework also includes numerical implementations for cosmological evolution and black hole interiors.
DOI: 10.5281/zenodo.16755615
title: The Abdul Fakhar Equation: Gravitational Field Theory for Classical–Quantum Unification

description: The Abdul Fakhar Equation (AFE) presents a unified theory of quantum gravity that integrates General Relativity, the Standard Model, and quantum field theory using a Master Action Integral. It features high-curvature regularization, spinor-geometric couplings, emergent phenomena, and a falsifiable prediction matrix across 130+ experimental tests. The framework also includes numerical implementations for cosmological evolution and black hole interiors.
DOI: 10.15468/dl.crze8v
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cercopithecus solatus"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035660-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uenp4u
title: Occurrence Download

description: A dataset containing 6985 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stomias boa"
 ]
}

 The dataset includes 6985 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035661-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.