cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.34612.v1/t402
title: "Table 402" of "CUSP IN PI- P ELASTIC SCATTERING AT THE ETA THRESHOLD"

description: No description provided.
description: RUTHERFORD LABORATORY. AROUND ETA THRESHOLD.

Second and subsequent tables merged from another record (BINNIE, PRIV COMM, 1976) with original comments below.

THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION'S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BINNIE76) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BINNIE76 [D. M. BINNIE AND SARMA,PRIV. COMM.,1976.] -- PRELIMINARY DATA SUBJECT TO CHANGE. PI- P DCS AT 15 ANGLES IN 1 MEV/C STEPS BETWEEN 665.5 AND 704.5 MEV/C. PAGES FROM DRAFT OF SARMA'S THESIS INCLUDE TABLES OF THESE DATA,AND OF THE EXTRACTED ANGULAR VARIATION OF THE PHASE OF THE SPIN-NON-FLIP AMPLITUDE AT THE ETA NEUTRON THRESHOLD. /// BINNIE77 [D. M. BINNIE,PRIV. COMM.,1977.] -- NORMALIZATIONS OF THESE DATA MAY BE WRONG,AND BINNIE CAN NOT ESTIMATE ERRORS. THE EXTRACTED PHASE PARAMETERS AT EACH ANGLE SHOULD STILL BE ALRIGHT.. SYSTEMATIC ERROR CORRELATIONS TOO COMPLICATED TO ENCODE. SEE ORIGINAL PAPER FOR DETAILS.
DOI: 10.17182/hepdata.34612.v1/t404
title: "Table 404" of "CUSP IN PI- P ELASTIC SCATTERING AT THE ETA THRESHOLD"

description: No description provided.
description: RUTHERFORD LABORATORY. AROUND ETA THRESHOLD.

Second and subsequent tables merged from another record (BINNIE, PRIV COMM, 1976) with original comments below.

THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION'S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BINNIE76) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BINNIE76 [D. M. BINNIE AND SARMA,PRIV. COMM.,1976.] -- PRELIMINARY DATA SUBJECT TO CHANGE. PI- P DCS AT 15 ANGLES IN 1 MEV/C STEPS BETWEEN 665.5 AND 704.5 MEV/C. PAGES FROM DRAFT OF SARMA'S THESIS INCLUDE TABLES OF THESE DATA,AND OF THE EXTRACTED ANGULAR VARIATION OF THE PHASE OF THE SPIN-NON-FLIP AMPLITUDE AT THE ETA NEUTRON THRESHOLD. /// BINNIE77 [D. M. BINNIE,PRIV. COMM.,1977.] -- NORMALIZATIONS OF THESE DATA MAY BE WRONG,AND BINNIE CAN NOT ESTIMATE ERRORS. THE EXTRACTED PHASE PARAMETERS AT EACH ANGLE SHOULD STILL BE ALRIGHT.. SYSTEMATIC ERROR CORRELATIONS TOO COMPLICATED TO ENCODE. SEE ORIGINAL PAPER FOR DETAILS.
DOI: 10.17182/hepdata.34612.v1/t405
title: "Table 405" of "CUSP IN PI- P ELASTIC SCATTERING AT THE ETA THRESHOLD"

description: No description provided.
description: RUTHERFORD LABORATORY. AROUND ETA THRESHOLD.

Second and subsequent tables merged from another record (BINNIE, PRIV COMM, 1976) with original comments below.

THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION'S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BINNIE76) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BINNIE76 [D. M. BINNIE AND SARMA,PRIV. COMM.,1976.] -- PRELIMINARY DATA SUBJECT TO CHANGE. PI- P DCS AT 15 ANGLES IN 1 MEV/C STEPS BETWEEN 665.5 AND 704.5 MEV/C. PAGES FROM DRAFT OF SARMA'S THESIS INCLUDE TABLES OF THESE DATA,AND OF THE EXTRACTED ANGULAR VARIATION OF THE PHASE OF THE SPIN-NON-FLIP AMPLITUDE AT THE ETA NEUTRON THRESHOLD. /// BINNIE77 [D. M. BINNIE,PRIV. COMM.,1977.] -- NORMALIZATIONS OF THESE DATA MAY BE WRONG,AND BINNIE CAN NOT ESTIMATE ERRORS. THE EXTRACTED PHASE PARAMETERS AT EACH ANGLE SHOULD STILL BE ALRIGHT.. SYSTEMATIC ERROR CORRELATIONS TOO COMPLICATED TO ENCODE. SEE ORIGINAL PAPER FOR DETAILS.
DOI: 10.17182/hepdata.34612.v1/t406
title: "Table 406" of "CUSP IN PI- P ELASTIC SCATTERING AT THE ETA THRESHOLD"

description: No description provided.
description: RUTHERFORD LABORATORY. AROUND ETA THRESHOLD.

Second and subsequent tables merged from another record (BINNIE, PRIV COMM, 1976) with original comments below.

THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION'S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BINNIE76) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BINNIE76 [D. M. BINNIE AND SARMA,PRIV. COMM.,1976.] -- PRELIMINARY DATA SUBJECT TO CHANGE. PI- P DCS AT 15 ANGLES IN 1 MEV/C STEPS BETWEEN 665.5 AND 704.5 MEV/C. PAGES FROM DRAFT OF SARMA'S THESIS INCLUDE TABLES OF THESE DATA,AND OF THE EXTRACTED ANGULAR VARIATION OF THE PHASE OF THE SPIN-NON-FLIP AMPLITUDE AT THE ETA NEUTRON THRESHOLD. /// BINNIE77 [D. M. BINNIE,PRIV. COMM.,1977.] -- NORMALIZATIONS OF THESE DATA MAY BE WRONG,AND BINNIE CAN NOT ESTIMATE ERRORS. THE EXTRACTED PHASE PARAMETERS AT EACH ANGLE SHOULD STILL BE ALRIGHT.. SYSTEMATIC ERROR CORRELATIONS TOO COMPLICATED TO ENCODE. SEE ORIGINAL PAPER FOR DETAILS.
DOI: 10.17182/hepdata.34612.v1/t407
title: "Table 407" of "CUSP IN PI- P ELASTIC SCATTERING AT THE ETA THRESHOLD"

description: No description provided.
description: RUTHERFORD LABORATORY. AROUND ETA THRESHOLD.

Second and subsequent tables merged from another record (BINNIE, PRIV COMM, 1976) with original comments below.

THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION'S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BINNIE76) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BINNIE76 [D. M. BINNIE AND SARMA,PRIV. COMM.,1976.] -- PRELIMINARY DATA SUBJECT TO CHANGE. PI- P DCS AT 15 ANGLES IN 1 MEV/C STEPS BETWEEN 665.5 AND 704.5 MEV/C. PAGES FROM DRAFT OF SARMA'S THESIS INCLUDE TABLES OF THESE DATA,AND OF THE EXTRACTED ANGULAR VARIATION OF THE PHASE OF THE SPIN-NON-FLIP AMPLITUDE AT THE ETA NEUTRON THRESHOLD. /// BINNIE77 [D. M. BINNIE,PRIV. COMM.,1977.] -- NORMALIZATIONS OF THESE DATA MAY BE WRONG,AND BINNIE CAN NOT ESTIMATE ERRORS. THE EXTRACTED PHASE PARAMETERS AT EACH ANGLE SHOULD STILL BE ALRIGHT.. SYSTEMATIC ERROR CORRELATIONS TOO COMPLICATED TO ENCODE. SEE ORIGINAL PAPER FOR DETAILS.
DOI: 10.17182/hepdata.34612.v1/t408
title: "Table 408" of "CUSP IN PI- P ELASTIC SCATTERING AT THE ETA THRESHOLD"

description: No description provided.
description: RUTHERFORD LABORATORY. AROUND ETA THRESHOLD.

Second and subsequent tables merged from another record (BINNIE, PRIV COMM, 1976) with original comments below.

THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION'S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BINNIE76) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BINNIE76 [D. M. BINNIE AND SARMA,PRIV. COMM.,1976.] -- PRELIMINARY DATA SUBJECT TO CHANGE. PI- P DCS AT 15 ANGLES IN 1 MEV/C STEPS BETWEEN 665.5 AND 704.5 MEV/C. PAGES FROM DRAFT OF SARMA'S THESIS INCLUDE TABLES OF THESE DATA,AND OF THE EXTRACTED ANGULAR VARIATION OF THE PHASE OF THE SPIN-NON-FLIP AMPLITUDE AT THE ETA NEUTRON THRESHOLD. /// BINNIE77 [D. M. BINNIE,PRIV. COMM.,1977.] -- NORMALIZATIONS OF THESE DATA MAY BE WRONG,AND BINNIE CAN NOT ESTIMATE ERRORS. THE EXTRACTED PHASE PARAMETERS AT EACH ANGLE SHOULD STILL BE ALRIGHT.. SYSTEMATIC ERROR CORRELATIONS TOO COMPLICATED TO ENCODE. SEE ORIGINAL PAPER FOR DETAILS.
DOI: 10.17182/hepdata.34612.v1/t409
title: "Table 409" of "CUSP IN PI- P ELASTIC SCATTERING AT THE ETA THRESHOLD"

description: No description provided.
description: RUTHERFORD LABORATORY. AROUND ETA THRESHOLD.

Second and subsequent tables merged from another record (BINNIE, PRIV COMM, 1976) with original comments below.

THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION'S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BINNIE76) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BINNIE76 [D. M. BINNIE AND SARMA,PRIV. COMM.,1976.] -- PRELIMINARY DATA SUBJECT TO CHANGE. PI- P DCS AT 15 ANGLES IN 1 MEV/C STEPS BETWEEN 665.5 AND 704.5 MEV/C. PAGES FROM DRAFT OF SARMA'S THESIS INCLUDE TABLES OF THESE DATA,AND OF THE EXTRACTED ANGULAR VARIATION OF THE PHASE OF THE SPIN-NON-FLIP AMPLITUDE AT THE ETA NEUTRON THRESHOLD. /// BINNIE77 [D. M. BINNIE,PRIV. COMM.,1977.] -- NORMALIZATIONS OF THESE DATA MAY BE WRONG,AND BINNIE CAN NOT ESTIMATE ERRORS. THE EXTRACTED PHASE PARAMETERS AT EACH ANGLE SHOULD STILL BE ALRIGHT.. SYSTEMATIC ERROR CORRELATIONS TOO COMPLICATED TO ENCODE. SEE ORIGINAL PAPER FOR DETAILS.
DOI: 10.15151/esrf-es-2113174247
title: CHRONOS

description: Many fundamental processes evolve over months and years, including 1) the strengthening of fault zones in the interseismic period between earthquakes, 2) the sequestration of carbon-bearing minerals in subsurface geologic reservoirs, 3) charge cycling in batteries, 4) the reactions between mixing magmas preceding volcanic eruptions, and 5) the degradation of fossils. Characterizing these processes in experiments typically requires unnatural methods of increasing the rates of reactions, or periodically removing the material from the apparatus or host material. Organization of a group of experts focused on these processes into a BAG will provide significant advances in our understanding of these processes. The BAG will enable far longer experiments than achieved previously that reveal the 4D evolution in situ, without significant perturbation of the sample, and without unnatural acceleration of the rates of the processes.
DOI: 10.15151/esrf-es-2113174295
title: CHRONOS

description: Many fundamental processes evolve over months and years, including 1) the strengthening of fault zones in the interseismic period between earthquakes, 2) the sequestration of carbon-bearing minerals in subsurface geologic reservoirs, 3) charge cycling in batteries, 4) the reactions between mixing magmas preceding volcanic eruptions, and 5) the degradation of fossils. Characterizing these processes in experiments typically requires unnatural methods of increasing the rates of reactions, or periodically removing the material from the apparatus or host material. Organization of a group of experts focused on these processes into a BAG will provide significant advances in our understanding of these processes. The BAG will enable far longer experiments than achieved previously that reveal the 4D evolution in situ, without significant perturbation of the sample, and without unnatural acceleration of the rates of the processes.
DOI: 10.15151/esrf-es-2019968585
title: Belgium BAG

description: The Belgium BAG includes groups situated at four Flemish universities: Antwerpen, Brussels, Ghent and Leuven. The proposed projects are highly diverse, including viral, prokaryotic and eukaryotic proteins with a strong focus on targets and processes of biomedical relevance. Many projects deal with membrane proteins, cell surface receptors and protein-protein complexes. Central to the research in the BAG associated groups is the employment of integrative methods in structural biology combining X-ray crystallography, SAXS, and electron microscopy. Many crystals in the various proposed projects are small in size and radiation sensitive, requiring the use of the high brilliance MX beam lines, preferably with micro-focused X-rays.
DOI: 10.15151/esrf-es-2042441666
title: Crystallographic projects at Structural Biology Core Facility, JU - bringing the state of art support to the users in need. Continuation.

description: Structural Biology Core Facility (SBCF) was established in 2018 at the Malopolska Centre of Biotechnology, Jagiellonian University to support both crystallographers and non-expert researchers in studying basic biological questions with the use of macromolecular crystallography and cryoEM. Researchers in SBCF support several research groups from Krakow in all stages of structure determination starting from planning, through crystallization and optimization, crystal fishing, data collection and phasing, and model building. Depending on the need we measure approximately 1500 crystals per year using various European light sources but primarily BESSY II and ESRF.
DOI: 10.15468/dl.v4gwc5
title: Occurrence Download

description: A dataset containing 2280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocuta Kaup, 1828"
 ]
}

 The dataset includes 2280 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007203-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2040658200
title: CryoEM BAG for Ile-de-France

description: We are a group of structural biologists based in Paris that would like to benefit from high-end data collection shifts at ESRF. Our research spans various life science fields: bacterial transporters (Biou, Broutin) and machineries (Bellinzoni, Gubellini, Mechaly, Petrella), nucleic acid research (Leulliot, Sauguet, Tisné), eukaryotic channels and receptors (Prevost, Venien-Bryan, Wolff), virus biology and vaccine development (Barba-Spaeth, Guardado Calvo). Our group is already active as a community and the local proximity allows us to meet regularly. We have good access to screening microscopes but would need data collection on 300kV systems to reach cutting-edge resolution.
DOI: 10.15468/dl.cypqct
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cervus elaphus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010746-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn8wjd
title: Occurrence Download

description: A dataset containing 5562 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepidiastrum sonchifolium"
 ]
}

 The dataset includes 5562 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010745-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3q9q3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADH6235"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010747-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15131/shef.data.12328226.v57
title: CoVid Plots and Analysis

description: # COVID-19Plots and analysis relating to the coronavirus pandemic. Includes five sets of plots and associated R code to generate them.1) HeatmapsUpdated every few days - heatmaps of COVID-19 case and death trajectories for Local Authorities (or equivalent) in England, Wales, Scotland, Ireland and Germany.2) All cause mortalityUpdated on Tuesday (for England & Wales), Wednesday (for Scotland) and Friday (for Northern Ireland) - analysis and plots of weekly all-cause deaths in 2020 compared to previous years by country, age, sex and region. Also a set of international comparisons using data from mortality.org3) ExposuresNo longer updated - mapping of potential COVID-19 mortality exposure at local levels (LSOAs) in England based on the age-sex structure of the population and levels of poor health.There is also a Shiny app which creates slightly lower resolution versions of the same plots online, which you can find here: https://victimofmaths.shinyapps.io/covidmapper/, on GitHub https://github.com/VictimOfMaths/COVIDmapper and uploaded to this record4) Index of Multiple Deprivation No longer updated - preliminary analysis of the inequality impacts of COVID-19 based on Local Authority level cases and levels of deprivation. 5) Socioeconomic inequalities. No longer updated (unless ONS release more data) - Analysis of published ONS figures of COVID-19 and other cause mortality in 2020 compared to previous years by deprivation decile.<br>Latest versions of plots and associated analysis can be found on Twitter: https://twitter.com/victimofmaths<br>This work is described in more detail on the UK Data Service Impact and Innovation Lab blog: https://blog.ukdataservice.ac.uk/visualising-high-risk-areas-for-covid-19-mortality/<br>Adapted from data from the Office for National Statistics licensed under the Open Government Licence v.1.0.http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/<br>
DOI: 10.6084/m9.figshare.29558207
title: manuscript.xlsx 中的源数据

description: This study conducted a 12-year nitrogen addition experiment in a boreal forest, setting up control, low, medium, and high nitrogen gradients, and combined seasonal dynamics to explore the impact on soil fauna communities. It was found that low and medium nitrogen promoted the abundance and richness of soil fauna, while high nitrogen inhibited them. Different functional groups responded differently: detritivorous and predatory groups were sensitive to high nitrogen, while herbivorous and omnivorous groups proliferated under low and medium nitrogen. Community indices were highest in autumn and lowest in spring; the interaction between nitrogen and season affected detritivorous animals. Soil nutrients, moisture, plant communities, and microbial biomass carbon were key driving factors. The conclusion is that moderate nitrogen is beneficial to community stability, while excessive nitrogen is not, providing a basis for nitrogen deposition management in boreal forests.
DOI: 10.6084/m9.figshare.29558207.v1
title: manuscript.xlsx 中的源数据

description: This study conducted a 12-year nitrogen addition experiment in a boreal forest, setting up control, low, medium, and high nitrogen gradients, and combined seasonal dynamics to explore the impact on soil fauna communities. It was found that low and medium nitrogen promoted the abundance and richness of soil fauna, while high nitrogen inhibited them. Different functional groups responded differently: detritivorous and predatory groups were sensitive to high nitrogen, while herbivorous and omnivorous groups proliferated under low and medium nitrogen. Community indices were highest in autumn and lowest in spring; the interaction between nitrogen and season affected detritivorous animals. Soil nutrients, moisture, plant communities, and microbial biomass carbon were key driving factors. The conclusion is that moderate nitrogen is beneficial to community stability, while excessive nitrogen is not, providing a basis for nitrogen deposition management in boreal forests.
DOI: 10.15468/dl.7smyf6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenopharyngodon idella",
 "Country is Cambodia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010748-250711103210423/datasets/export for details.
DOI: 10.15468/dl.xjh2gh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenopharyngodon idella",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010749-250711103210423/datasets/export for details.
DOI: 10.15131/shef.data.3141910
title: Interspeech 2016 - Experiment results for paper "Combining Feature and Model-Based Adaptation of RNNLMs for Multi-Genre Broadcast Speech Recognition"

description: The files in the dataset correspond to results that have been generated for the submitted Interspeech 2016 paper: "Combining Feature and Model-Based Adaptation of RNNLMs for Multi-Genre Broadcast Speech Recognition" (DOI: 10.21437/Interspeech.2016-480). The paper deals with language model adaptation for the MGB Challenge 2015 transcription task.<br>
<br>
The files in the zip file are of three types:<br>
- .ctm, which correspond to the output of the automatic speech recognition system and the columns include segment information as well as transcripts of the recognition.<br>
- .ctm.filt.sys, which correspond to scoring of the automatic speech recognition system and includes the overall word error rate as well as the number of insertions, deletions and substitutions of the overall system.<br>
- .ctm.filt.lur, which provides a more detailed decomposition of the word error rate across multiple genres.<br>
<br>
The three file types are repeated for all the results described in Table 3 of the paper.<br>
<br>
The following is a description about the naming convention of the files:<br>
<br>rnnlm refers to Recurrent Neural Network Language Model.<br>
amrnnlm prefix refers to acoustic model text RNNLM.<br>
amlmrnnlm prefix refers to acoustic model + language model text RNNLM.<br>
.lattice.rescore suffix refers to results generated with lattice rescoring.<br>
.nbest.rescore suffix refers to results generated with nbest rescoring.<br>
.baseline refers to baseline RNNLM results.<br>
.noadaptation refers to RNNLM results with no adaptation.<br>
.genre.finetune refers to genre fine-tuning of the RNNLMs.<br>
.genre.adaptationlayer refers to genre adaptation layer fine-tuning of the RNNLMs.<br>
.ldafeat.hiddenlayer refers to Latent Dirichlet Allocation (LDA) features at the hidden layer.<br>
.genrefeat.hiddenlayer refers to Genre 1-hot auxiliary codes at the hidden layer.<br>
.genrefeat.adaptationlayer refers to Genre 1-hot auxiliary codes at the adaptation layer.<br>
<br>
All three file types are standard outputs that are recognised by the automatic speech recognition community and can be opened using any text editor.
DOI: 10.5281/zenodo.15878234
title: Dataset Hybrid Ensemble Model
DOI: 10.5281/zenodo.15878235
title: Dataset Hybrid Ensemble Model
DOI: 10.5281/zenodo.14273349
title: Data: Precession-induced Tipping of the Atlantic Meridional Ocean Circulation
DOI: 10.5281/zenodo.15878289
title: Data: Precession-induced Tipping of the Atlantic Meridional Ocean Circulation