cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Transforming Cardiovascular Health: A Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing
Creators: Nastassia Vysotskaya
Noah Maul
Alessandra Fusco
Souvik Hazra
Jens Harnisch
Tomás Arias-Vergara
Andreas Maier
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Hypertension is considered to be one of the most critical risk
factors for cardiovascular diseases. As such, continuous, accurate
and non-invasive monitoring of blood pressure (BP)
is of utmost importance and research on such approaches
is gaining momentum. In this study, we propose a novel
transformer-based model architecture that leverages historic
pressure wave information for accurate blood pressure regression.
We achieve remarkable results that satisfy both
the British Hypertension Society (BHS) and the Association
for the Advancement of Medical Instrumentation (AAMI)
blood pressure monitoring standards, with 97% of errors
less than 5mmHg and 1.02 ± 1.77mmHg (mean absolute
error ± standard deviation) accuracy for systolic (SBP), and
93% and 1.57 ± 2.36mmHg for diastolic BP (DBP). To the
best of our knowledge, this is the first approach that utilizes
transformers for BP regression and the first radar approach to
satisfy BP standards, demonstrating the predictive power of
the proposed model and the suitability of radar for the task.
Additional file 15: of Behaviour change strategies for reducing blood pressure-related disease burden: findings from a global implementation research programme
Creators: name: Peiris, David
name: Thompson, Simon
name: Beratarrechea, Andrea
name: MarĂ­A CĂĄrdenas
name: Diez-Canseco, Francisco
name: Goudge, Jane
name: Gyamfi, Joyce
name: Jemima Kamano
name: Irazola, Vilma
name: Johnson, Claire
name: Kengne, Andre
name: Ng Keat
name: J. Miranda
name: Sailesh Mohan
name: Mukasa, Barbara
name: Ng, Eleanor
name: Nieuwlaat, Robby
name: Olugbenga Ogedegbe
name: Ovbiagele, Bruce
name: Plange-Rhule, Jacob
name: Devarsetty Praveen
name: Salam, Abdul
name: Thorogood, Margaret
name: Thrift, Amanda
name: Vedanthan, Rajesh
name: Waddy, Salina
name: Webster, Jacqui
name: Webster, Ruth
name: Yeates, Karen
name: Yusoff, Khalid
Publisher: name: Figshare
Year: 2015
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: Marine Biology
subject: Science Policy

description: GHA 12 Assessment. Task Shifting and Blood Pressure Control in Ghana: A Cluster- Randomized Trial (GHA 12).
Additional file 5: Figure S3. of The MarR-like protein PchR (YvmB) regulates expression of genes involved in pulcherriminic acid biosynthesis and in the initiation of sporulation in Bacillus subtilis
Creators: name: Randazzo, Paola
name: Aubert-Frambourg, Anne
name: Guillot, Alain
name: Auger, Sandrine
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Genetics
subject: Molecular Biology
subject: Evolutionary Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Ecology
subject: Immunology
subject: FOS: Clinical medicine
subject: Developmental Biology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: Computational Biology

description: The yvmA-yvmC-cypX locus from B. subtilis and B. licheniformis ATCC 14580. (A) For each gene product of B. subtilis and its equivalent in B. licheniformis ATCC 14580 a percentage of identity is indicated. The position of the genes on each chromosome is given. The yvmC and cypX genes encoding the enzymes involved in pulcherriminic synthesis are represented by purple arrows, the MarR-type regulators YvmB by brown arrows, and the MFS-like transporters YvmA by white arrows. The conserved palindromic motif, palindrome I, is indicated by blue boxes. (B) Alignment of the 42-bp palindromic motifs from the promoter regions of B. subtilis yvmB and B. licheniformis yvmA genes. Stars indicate the seven nucleotides, which are not conserved between the two palindromic sequences. The 14Â bp core region highly conserved in the two sequences is boxed. (PDF 147 kb)
Epistylis guhli Schodel 2018
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis guhli

description: Epistylis guhli Schödel, 2018
Locality of the original isolate: Germany
Habit: epibiont
Host: Gammarus roeselii
Reference: Schödel (2018)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 281, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
Additional file 1: of Differential abundance analysis of mesocarp protein from high- and low-yielding oil palms associates non-oil biosynthetic enzymes to lipid biosynthesis
Creators: name: Ooi, Tony
name: Yeap, Wan
name: Daim, Leona
name: Boon Ng
name: Fong Lee
name: Ainul Othman
name: Appleton, David
name: Fook Chew
name: Harikrishna Kulaveerasingam
Publisher: name: Figshare
Year: 2015
Subjects: subject: Biophysics
subject: Biochemistry
subject: 29999 Physical Sciences not elsewhere classified
subject: FOS: Physical sciences
subject: Microbiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Inorganic Chemistry

description: Two dimensional DIGE gels produced for spot analysis using 13 cm IEF strips of pH 4–7 with 20-kVh focusing. Gel images of DIGE experiments labeled with Cy3 and Cy5 and their overlays. (PDF 2904 kb)
Ostropomyces Thiyagaraja, Lucking, Ertz & K. D. Hyde 2021
Creators: name: Lu, Li
name: Tibpromma, Saowaluck
name: Karunarathna, Samantha C.
name: Thiyagaraja, Vinodhini
name: Xu, Jianchu
name: Jayawardena, Ruvishika S.
name: Lumyong, Saisamorn
name: Hyde, Kevin D.
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Fungi
Ascomycota
Lecanoromycetes
Ostropales
Stictidaceae
Ostropomyces

description: Ostropomyces Thiyagaraja, Lücking, Ertz & K.D. Hyde, 2021
Ostropomyces was introduced by Thiyagaraja et al. (2021), and the genus has two saprobic members, with O. pruinosellus as the type species. The sexual morph of this genus is characterized by immersed fruiting bodies with long-cylindrical, 4-spored asci and filiform, multi-septate ascospores. The asexual morph is characterized by erumpent pycnidia with ostioles, and filiform conidia which are hyaline, and guttulate at maturity.
description: Published as part of Lu, Li, Tibpromma, Saowaluck, Karunarathna, Samantha C., Thiyagaraja, Vinodhini, Xu, Jianchu, Jayawardena, Ruvishika S., Lumyong, Saisamorn & Hyde, Kevin D., 2021, Taxonomic and phylogenic appraisal of a novel species and a new record of Stictidaceae from coffee in Yunnan Province, China, pp. 111-124 in Phytotaxa 528 (2) on page 118, DOI: 10.11646/phytotaxa.528.2.4, http://zenodo.org/record/5778712
Additional file 12: Figure S9. of The MarR-like protein PchR (YvmB) regulates expression of genes involved in pulcherriminic acid biosynthesis and in the initiation of sporulation in Bacillus subtilis
Creators: name: Randazzo, Paola
name: Aubert-Frambourg, Anne
name: Guillot, Alain
name: Auger, Sandrine
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Plant Biology

description: Heatmap representation of proteins that were found differentially abundant between the Î yvmB mutant and the wild type strain in the membrane fraction. Heatmap shows the change in protein levels among four independent samples. Protein levels are indicated by yellow to red colouring, a red shade indicates a higher abundance level. (PDF 6 kb)
Additional file 13: of Behaviour change strategies for reducing blood pressure-related disease burden: findings from a global implementation research programme
Creators: name: Peiris, David
name: Thompson, Simon
name: Beratarrechea, Andrea
name: MarĂ­A CĂĄrdenas
name: Diez-Canseco, Francisco
name: Goudge, Jane
name: Gyamfi, Joyce
name: Jemima Kamano
name: Irazola, Vilma
name: Johnson, Claire
name: Kengne, Andre
name: Ng Keat
name: J. Miranda
name: Sailesh Mohan
name: Mukasa, Barbara
name: Ng, Eleanor
name: Nieuwlaat, Robby
name: Olugbenga Ogedegbe
name: Ovbiagele, Bruce
name: Plange-Rhule, Jacob
name: Devarsetty Praveen
name: Salam, Abdul
name: Thorogood, Margaret
name: Thrift, Amanda
name: Vedanthan, Rajesh
name: Waddy, Salina
name: Webster, Jacqui
name: Webster, Ruth
name: Yeates, Karen
name: Yusoff, Khalid
Publisher: name: Figshare
Year: 2015
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: Marine Biology
subject: Science Policy

description: FJI/WSM 10 Assessment. Cost Effectiveness of Salt Reduction Interventions in Pacific Islands (FJI/WSM 10).
Additional file 4: of Differential abundance analysis of mesocarp protein from high- and low-yielding oil palms associates non-oil biosynthetic enzymes to lipid biosynthesis
Creators: name: Ooi, Tony
name: Yeap, Wan
name: Daim, Leona
name: Boon Ng
name: Fong Lee
name: Ainul Othman
name: Appleton, David
name: Fook Chew
name: Harikrishna Kulaveerasingam
Publisher: name: Figshare
Year: 2015
Subjects: subject: Biochemistry
subject: Molecular Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Inorganic Chemistry

description: Validation of DIGE results by western analysis. Results of western immunoblots carried out in this study. (PDF 193Â kb)
Epistylis halophila Stiller 1941
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis halophila

description: Epistylis halophila Stiller, 1941
Locality of the original isolate: Hungary
Habit: epibiont
Hosts: Daphnia longispina and D. pulex
Reference: Stiller (1941)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 281, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
Additional file 11: Figure S8. of The MarR-like protein PchR (YvmB) regulates expression of genes involved in pulcherriminic acid biosynthesis and in the initiation of sporulation in Bacillus subtilis
Creators: name: Randazzo, Paola
name: Aubert-Frambourg, Anne
name: Guillot, Alain
name: Auger, Sandrine
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Plant Biology

description: Heatmap representation of proteins that were found differentially abundant between the Î yvmB mutant and the wild type strain in the cytosolic fraction. Heatmap shows the change in protein levels among four independent samples. Protein levels are indicated by yellow to red colouring, a red shade indicates a higher abundance level. (PDF 7 kb)
MOESM1 of Carbonyl reductase identification and development of whole-cell biotransformation for highly efficient synthesis of (R)-[3,5-bis(trifluoromethyl)phenyl] ethanol
Creators: name: Kangling Chen
name: Kefei Li
name: Deng, Jian
name: Baoqi Zhang
name: Jinping Lin
name: Dongzhi Wei
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Physiology
subject: Biotechnology
subject: Evolutionary Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: 60506 Virology

description: Additional file 1: Figure S1. Amino acid sequence alignment of CR-1 (GenBank accession number: CP012832.1), CR-2 (AY267012.1), CR-3 (EU877965.1), and CR-4 (CP003119.1). The alignment was performed with the program DNAMAN (http://www.lynnon.com/). Gaps in the aligned sequences are indicated by dots. Highly similar residues are colored in red and framed in blue, while identical residues are in white and on a red background.
Epistylis harpacticola Kahl 1933
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis harpacticola

description: Epistylis harpacticola Kahl, 1933
Locality of the original isolate: Germany
Habit: epibiont
Host: Halicyclops magniceps
Reference: Kahl (1933)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 281, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
Epistylis helenae Green 1957
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis helenae

description: Epistylis helenae Green, 1957
Locality of the original isolate: Denmark
Habit: epibiont
Host: Cladocera
Reference: Green (1957)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on pages 281-282, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
ENHANCING NOISY LABEL LEARNING VIA UNSUPERVISED CONTRASTIVE LOSS WITH LABEL CORRECTION BASED ON PRIOR KNOWLEDGE
Creators: Keisuke Maeda
Ren Togo
Takahiro Ogawa
Miki Haseyama
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: To alleviate the negative impacts of noisy labels, most of the noisy label learning (NLL) methods dynamically divide the training data into two types, “clean samples” and “noisy samples”, in the training process. However, the conventional selection of clean samples heavily depends on the features learned in the early stages of training, making it difficult to guarantee the cleanliness of the selected samples in scenarios where the noise ratio is high. In addition, their optimization processes are based on the supervised loss including noisy labels, and effective representation cannot be obtained in the presence of a large number of noisy labels. To address these problems, we propose an effective method capable of robustly performing NLL under extremely high noise ratios.
In the proposed method, by introducing the prior knowledge of a pre-trained vision and language model, we can effectively select clean samples since it does not depend on the learning process of NLL. Moreover, the introduction of an unsupervised contrastive learning approach enables the acquisition of noise-robust feature representations in SSL. Experiments with synthetic label noise on CIFAR-10 and CIFAR-100, the benchmark datasets in NLL, demonstrate that the proposed method significantly outperforms state-of-the-art methods.
Additional file 8: Figure S5. of The MarR-like protein PchR (YvmB) regulates expression of genes involved in pulcherriminic acid biosynthesis and in the initiation of sporulation in Bacillus subtilis
Creators: name: Randazzo, Paola
name: Aubert-Frambourg, Anne
name: Guillot, Alain
name: Auger, Sandrine
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Genetics
subject: Molecular Biology
subject: Physiology
subject: Pharmacology
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Hematology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: Computational Biology

description: Promoter regions of the divergent yvnA-yvnB genes and of the yisI gene. (A) The −10 and −35 regions of yvnA (in purple) and the −10 and −35 regions of yvnB (in brown) are indicated according to Nicolas et al. [33]. The predicted YvmB box is indicated in red and a degenerated YvmB box motif is indicated in orange. (B) The −10 and −35 regions of yisI (in brown) is indicated according to Nicolas et al. [33]. The prdicted YvmB box is indicated in red. (PDF 84 kb)
Epistylis helicostylum Vavra 1962
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis helicostylum

description: Epistylis helicostylum Vávra, 1962
Locality of the original isolate: Czech Republic
Habit: epibiont
Host: Eucypris virens
Reference: Vávra (1962)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 282, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
A STUDY OF PUNS USAGE IN LADY WINDERMERE'S FAN BY OSCAR WILDE
Creators: name: Shokirova, Marhabo
name: Toxirova, Moxinur
Publisher: name: Zenodo
Year: 2024

description: This article explores the complex use of puns in Oscar Wilde's well-known drama "Lady Windermere's Fan." This paper explains how puns are used for humor, social commentary, and character development by looking at different wordplay examples. It demonstrates the subtle ways in which Wilde uses puns to enhance the play's themes and captivate the audience through language study and close reading.
KRIPTOGRAFIK ALGORITMLARNI TEZLATISH UCHUN MATEMATIK MODELLASHTIRISH
Creators: name: S.B.Abdullayev. 	I.J.Perdebaeva
Publisher: name: Zenodo
Year: 2024

description: Kriptografik algoritmlar xavfsiz aloqa va ma'lumotlarni himoya qilishda muhim ahamiyatga ega. Biroq, ushbu algoritmlarning hisoblash yuklamasi ularning samaradorligini, ayniqsa resurslar cheklangan muhitlarda, pasaytirishi mumkin. Ushbu maqolada kriptografik algoritmlarning samaradorligini oshirish uchun matematik modellashtirishdan foydalanish imkoniyatlari ko‘rib chiqiladi. Chiziqli algebra, sonlar nazariyasi va optimallashtirish kabi texnikalarni qo‘llash orqali algoritmlarni tezlashtirish va ularning xavfsizlik xususiyatlarini saqlab qolish usullari taklif etiladi.
“Titian. Love, Desire, Death”. Review of the exhibition in London (The National Gallery, 16 March 2020 – 17 January 2021)
Creators: name: Dolari, Simona
Publisher: name: La Rivista di Engramma
Year: 2021
Subjects: Exhibition on Titian
Titian
Ovid Metamorphosis
myths
Philip II of Spain

description: The text is a review of Titian. Love, Desire, Death (London, The National Gallery, 16 March 2020 - 17 January 2021), an exhibition of six 'poems' created by the Venetian painter for the young Philip of Habsburg, future king of Spain. The canvases on view are mostly based on Ovid's Metamorphoses and represent mythological subjects; they are 'poesie' (figurative poems) whose protagonists are predominantly women - Diana, Venus, Andromeda, Danaë, Callisto, Europa and the nymphs. The understanding of the paintings is never univocal, never simplistic: they represent Titian at his best, the most complex creation of a mature painter who, at sixty years old, knows his patron, and his patron's passion for women and hunting, well.
Epistylis hentscheli Kahl 1935
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis hentscheli

description: Epistylis hentscheli Kahl, 1935
Locality of the original isolate: Germany
Habit: free-living
Reference: Kahl (1935)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 282, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
A_Binary_BP_Decoding_using_Posterior_Adjustment_for_Quantum_LDPC_Codes
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Although BP decoders are efficient and provide significant
performance for classical low-density parity-check (LDPC)
codes, they will suffer a degradation in performance for quantum
LDPC (QLDPC) codes due to the limitations in the quantum
field. In this paper, we propose a posterior adjustment of
either a single qubit or multiple qubits within binary belief
propagation (BP). The adjustment process changes the posterior
likelihood ratio for one or multiple qubits according to the
designed criterion. Simulations show the performance of both
single and multi-qubit adjustment is able to outperform the
conventional binary BP decoder and also outperform the BP
decoder concatenated with the zero-order ordered-statistics
decoding (BP+OSD-0). Moreover, with lower complexity,
the performance when using our proposed decoder on the
considered QLDPC codes can be close to high-order OSD.
Additional file 1: of Twenty-five years of advocacy for patients with gastroparesis: support group therapy and patient reported outcome tool development
Creators: name: Cutts, Teresa
name: Holmes, Sandra
name: Kedar, Archana
name: Beatty, Karen
name: Mohammad, Mohammad
name: Abell, Thomas
Publisher: name: Figshare
Year: 2016
Subjects: subject: Space Science
subject: Medicine
subject: Molecular Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Sociology
subject: FOS: Sociology
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: PRO/TSS Tool. Total Symptom Score instrument used as a Patient Reported Outcomes tool. (DOCX 11Â kb)
MOESM7 of Carbonyl reductase identification and development of whole-cell biotransformation for highly efficient synthesis of (R)-[3,5-bis(trifluoromethyl)phenyl] ethanol
Creators: name: Kangling Chen
name: Kefei Li
name: Deng, Jian
name: Baoqi Zhang
name: Jinping Lin
name: Dongzhi Wei
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Medicine
subject: Molecular Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Developmental Biology

description: Additional file 7: Figure S5. Chiral HPLC spectra. (a) Spectra of the 3,5-BTAP substrate, (b) the (R)-3,5-BTPE standard, (c) the (S)-3,5-BTPE standard, and (D) the sample which the 3,5-BTAP was reduce by bioreaction.
Epistylis hollandei Matthes & Guhl 1974
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis hollandei

description: Epistylis hollandei Matthes & Guhl, 1974
Locality of the original isolate: Germany
Habit: epibiont
Host: Nymphula nymphaeata
Reference: Matthes & Guhl (1974)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 282, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
Epistylis horizontalis Chatton 1936
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis horizontalis

description: Epistylis horizontalis Chatton, 1936
Locality of the original isolate: USA
Habit: epibiont
Host: molts of Balanus
Reference: Chatton (1936)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 282, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
MPEC 2024-Y73 : 2007 RP133
Creators: name: Minor Planet Center Staff
Publisher: name: The Minor Planet Center
Year: 2024
Subjects: subject: Small Solar System bodies
valueUri: http://astrothesaurus.org/uat/1469

description: The Minor Planet Electronic Circulars contain information on unusual minor planets, routine data on comets and natural satellites, and occasional editorial announcements.  They are published on behalf of Division F of the International Astronomical Union by the Minor Planet Center, Smithsonian Astrophysical Observatory, Cambridge, MA 02138, U.S.A.
PROFILAKTIKA INSPEKTORINING HUQUQBUZARLIKLARNING VIKTIMOLOGIK PROFILAKTIKASINI TASHKIL ETISHDA MAHALLA YETTILIGI BILAN O'ZARO HAKMORLIGINI TAKOMILLASHTIRISH
Creators: name: Abduxalilov, Xojiakbar
name: Ismoilov, Ismoil
Publisher: name: Zenodo
Year: 2024

description: Ushbu maqolada huquqbuzarliklar profilaktikasi inspektorining viktimogologik profilaktikasini tashkil etish va amalga oshirish mexanizmlari yoritilgan. Undan tashqari mahalla yettiligining asosiy vazifalari, ijtimoiy profilaktikaning umumiy ob’ektlari va viktimologik profilaktika yo‘nalishlari, soha bo‘yicha olib borilgan ilmiy izlanishlari haqida so‘z borgan.
Epistylis hospes Fromentel 1874
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis hospes

description: Epistylis hospes Fromentel, 1874
Locality of the original isolate: France
Habit: free-living
Reference: Fromentel (1874)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 282, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
Epistylis humilis Kahl 1935
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis humilis

description: Epistylis humilis (Kellicott, 1887) Kahl, 1935
Locality of the original isolate: China
Habit: epibiont
Hosts: Gammarus and Entomostraca
Reference: Kellicott (1887); Kahl (1935)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 282, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
TOWARDS MULTI-DOMAIN FACE LANDMARK DETECTION WITH SYNTHETIC DATA FROM DIFFUSION MODEL
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Recently, deep learning-based facial landmark detection for in-the-wild faces has achieved significant improvement. However, there are still challenges in face landmark detection in other domains (\eg{} cartoon, caricature, etc). This is due to the scarcity of extensively annotated training data. To tackle this concern, we design a two-stage training approach that effectively leverages limited datasets and the pre-trained diffusion model to obtain aligned pairs of landmarks and face in multiple domains. In the first stage, we train a landmark-conditioned face generation model on a large dataset of real faces. In the second stage, we fine-tune the above model on a small dataset of image-landmark pairs with text prompts for controlling the domain. Our new designs enable our method to generate high-quality synthetic paired datasets from multiple domains while preserving the alignment between landmarks and facial features. Finally, we fine-tuned a pre-trained face landmark detection model on the synthetic dataset to achieve multi-domain face landmark detection. Our qualitative and quantitative results demonstrate that our method outperforms existing methods on multi-domain face landmark detection.
[poster] Improving Design of Input Condition Invariant Speech Enhancement
Creators: Wangyou Zhang
Jee-weon Jung
Yanmin Qian
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Building a single universal speech enhancement (SE) system that can handle arbitrary input is a demanded but underexplored research topic. Towards this ultimate goal, one direction is to build a single model that handles diverse audio duration, sampling frequencies, and microphone variations in noisy and reverberant scenarios, which we deﬁne here as “input condition invariant SE”. Such a model was recently proposed showing promising performance; however, its multi-channel performance degraded severely in real conditions. In this paper we propose novel architectures to improve the input condition invariant SE model so that performance in simulated conditions remains competitive while real condition degradation is much mitigated. For this purpose, we redesign the key components that comprise such a system. First, we identify that the channelmodeling module’s generalization to unseen scenarios can be suboptimal and redesign this module. We further introduce a two-stage training strategy to enhance training efﬁciency. Second, we propose two novel dual-path time-frequency blocks, demonstrating superior performance with fewer parameters and computational costs compared to the existing method. All proposals combined, experiments on various public datasets validate the efﬁcacy of the proposed model, with signiﬁcantly improved performance on real conditions. Recipes with full model details will be released for reproducibility.
Pristaulacus Kieffer 1900
Creators: name: Watanabe, Kyohei
name: Konishi, Kazuhiko
name: Turrisi, Giuseppe Fabrizio
Publisher: name: Zenodo
Year: 2013
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Aulacidae
Pristaulacus

description: Genus Pristaulacus Kieffer 1900
Synonymies. See Turrisi et al. (2009: 53).
The genus Pristaulacus has been redefined by Turrisi et al. (2009) within a cladistic framework and is represented in all zoogeographic regions excepting Antarctica. It can be distinguished from Aulacus by the following combination of characters: occipital carina present (Figs. 6, 7, 23) (absent in Aulacus); frons not sculptured above antennal sockets (Figs. 5, 7) (sculptured in Aulacus); tarsal claws with three or four tooth-like processes along inner margin (Fig. 15) (with only one weak basal process in Aulacus); petiole slender, at least 2.5 times as long as wide (Figs. 1, 2, 22) (at most 1.0 times as long as wide in Aulacus) (Turrisi 2007; Turrisi et al. 2009).
The Japanese species of Pristaulacus can be distinguished by the following key, updated after Turrisi & Konishi (2011) and Turrisi & Watanabe (2011).
description: Published as part of Watanabe, Kyohei, Konishi, Kazuhiko & Turrisi, Giuseppe Fabrizio, 2013, Diversity of Aulacidae (Hymenoptera: Evanioidea) in the oceanic Ogasawara Islands (Japan), with description of a new species from Anijima Island, pp. 187-197 in Zootaxa 3736 (2) on page 188, DOI: 10.11646/zootaxa.3736.2.6, http://zenodo.org/record/223704
[slides] Generation-Based Target Speech Extraction with Speech Discretization and Vocoder
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Target speech extraction (TSE) is a task aiming at isolating the speech of a specific target speaker from an audio mixture, with the help of an auxiliary recording of that target speaker. Most existing TSE methods employ discrimination-based models to estimate the target speaker’s proportion in the mixture, but they often fail to compensate for the missing or highly corrupted frequency components in the speech signal. In contrast, the generation-based methods can naturally handle such scenarios via speech resynthesis. In this paper, we propose a novel discrete token based TSE approach by combining state-of-the-art speech discretization and vocoder techniques. By predicting a sequence of discrete tokens with the auxiliary audio and employing a vocoder that takes discrete tokens as input, the target speech can be effectively re-synthesized while eliminating interference. Our experiments conducted on the WSJ0-2mix and Libri2mix datasets demonstrate that our proposed method yields high-quality target speech without interference.
UNIT-DSR: DYSARTHRIC SPEECH RECONSTRUCTION SYSTEM USING SPEECH UNIT NORMALIZATION
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Dysarthric speech reconstruction (DSR) systems aim to automatically convert dysarthric speech into normal-sounding speech. The technology eases communication with speakers affected by the neuromotor disorder and enhances their social inclusion. NED-based (Neural Encoder-Decoder) systems have significantly improved the intelligibility of the reconstructed speech as compared with GAN-based (Generative Adversarial Network) approaches, but the approach is still limited by training inefficiency caused by the cascaded pipeline and auxiliary tasks of the content encoder, which may in turn affect the quality of reconstruction. Inspired by self-supervised speech representation learning and discrete speech units, we propose a Unit-DSR system, which harnesses the powerful domain-adaptation capacity of HuBERT for training efficiency improvement and utilizes speech units to constrain the dysarthric content restoration in a discrete linguistic space. Compared with NED approaches, the Unit-DSR system only consists of a speech unit normalizer and a Unit HiFi-GAN vocoder, which is considerably
simpler without cascaded sub-modules or auxiliary tasks. Results on the UASpeech corpus indicate that Unit-DSR outperforms competitive baselines in terms of content restoration, reaching a 28.2% relative average word error rate reduction when compared to original dysarthric speech, and shows robustness against speed perturbation and noise.
.
Additional file 14: of Behaviour change strategies for reducing blood pressure-related disease burden: findings from a global implementation research programme
Creators: name: Peiris, David
name: Thompson, Simon
name: Beratarrechea, Andrea
name: MarĂ­A CĂĄrdenas
name: Diez-Canseco, Francisco
name: Goudge, Jane
name: Gyamfi, Joyce
name: Jemima Kamano
name: Irazola, Vilma
name: Johnson, Claire
name: Kengne, Andre
name: Ng Keat
name: J. Miranda
name: Sailesh Mohan
name: Mukasa, Barbara
name: Ng, Eleanor
name: Nieuwlaat, Robby
name: Olugbenga Ogedegbe
name: Ovbiagele, Bruce
name: Plange-Rhule, Jacob
name: Devarsetty Praveen
name: Salam, Abdul
name: Thorogood, Margaret
name: Thrift, Amanda
name: Vedanthan, Rajesh
name: Waddy, Salina
name: Webster, Jacqui
name: Webster, Ruth
name: Yeates, Karen
name: Yusoff, Khalid
Publisher: name: Figshare
Year: 2015
Subjects: subject: Medicine
subject: Molecular Biology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Cancer
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: PER 11 Assessment. Launching a Salt Substitute to Reduce Blood Pressure at the Population Level (PER 11).
Poster
Creators: Clément Le Moine Veillon*
Victor Rosi*
Pablo Arias Sarah
Léane Salais
Nicolas Obin
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: This paper introduces BWSNet, a model that can be trained from raw human judgements obtained through a Best-Worst scaling (BWS) experiment. It maps sound samples into an embedded space that represents the perception of a studied attribute. To this end, we propose a set of cost functions and constraints, interpreting trial-wise ordinal relations as distance comparisons in a metric learning task. We tested our proposal on data from two BWS studies investigating the perception of speech social attitudes and timbral qualities. For both datasets, our results show that the structure of the latent space is faithful to human judgements.
Pristaulacus boninensis Konishi 1989
Creators: name: Watanabe, Kyohei
name: Konishi, Kazuhiko
name: Turrisi, Giuseppe Fabrizio
Publisher: name: Zenodo
Year: 2013
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Aulacidae
Pristaulacus
Pristaulacus boninensis

description: Pristaulacus boninensis Konishi 1989
(Figs. 22–28)
[Japanese name: Ogasawara-sedaka-yasebachi]
Pristaulacus boninensis Konishi 1989: 337.
Description. See Konishi (1989, 1990) and Turrisi (2007: 16). Here we describe male genitalia of this species for the first time.
Subgenital plate with a short apodema sternalis, anterior margin round laterally, straight to slightly concave medially, its median part with scale-like sculpture (Fig. 24). Apex of paramere acute, cuspis wide and curved, digitus wide with lower apex narrow and long (Figs. 25, 26, 28). Aedeagus more or less straight, its penis valve about 2.5 times as long as basal apodeme (Fig. 27), its apex produced in dorsal and ventral views (Figs. 25, 26).
Material examined. JAPAN, Tokyo, Ogasawara Islands. [Anejima Island] 1 male, 16. vii. 2007, H. Karube leg. (KPMNH) (KPM-NK5001140). [Anijima Island] 1 male, 8. vi. 2006, ex. from dead wood of Distylium racemosum, H. Karube leg. (KPMNH) (KPM-NK5001141); 3 females, 18. viii. 2010, Malaise trap by JFTA (KPMNH) (KPM-NK5001142–KPM-NK5001144); 1 female and 6 males, 14. ix. 2009, Malaise trap by JFTA (KPMNH) (KPM-NK5001145–KPM-NK5001151); 2 females and 4 males, 8. vii. 2009, Malaise trap by JFTA (KPMNH) (KPM-NK5001152–KPM-NK5001157); 4 females and 10 males, no data of month and day, 2010, Malaise trap by JFTA (2 females and 2 males in UCTC; others in KPMNH) (KPM-NK5001158–KPM- NK5001167); 1 female and 1 male, no data of month and day, 2005, H. Karube leg. (KPMNH) (KPM- NK5001168–KPM-NK5001169). [Hahajima Island] 1 female (holotype), 1–8. vii. 1986, H. Makihara leg. (NIAES). [Imoutojima Island] 1 female, 23. vi. 2006, H. Karube leg. (KPMNH) (KPM-NK5001170). [Mukojima Island] 1 female, 10. vi. 2007, H. Karube leg. (KPMNH) (KPM-NK5001171). [Mukoujima Island] 1 female and 1 male, 21. vi. 2009, Malaise trap by JFTA (KPMNH) (KPM-NK5001172–KPM-NK5001173). [Otoutojima Island] 1 male, Shikanohama to Hirone, 12. vi. 2006, H. Karube leg. (KPMNH) (KPM-NK5001174).
Distribution. JAPAN (Ogasawara Islands: Anejima Island, Anijima Island, Chichijima Island, Hahajima Island, Imoutojima Island, Mukojima Island, Mukoujima Island and Otoutojima Island). Biology. Konishi (1989, 1990) recorded the host of this species: Ceresium unicolor (Fabricius 1787) (Coleoptera, Cerambycidae). The host cerambicid beetle used an introduced plant, Leucaena leucocephala (Fabaceae).
Remarks. This species is newly recorded from Anejima Island, Anijima Island, Imoutojima Island, Mukojima Island, Mukoujima Island and Otoutojima Island.
description: Published as part of Watanabe, Kyohei, Konishi, Kazuhiko & Turrisi, Giuseppe Fabrizio, 2013, Diversity of Aulacidae (Hymenoptera: Evanioidea) in the oceanic Ogasawara Islands (Japan), with description of a new species from Anijima Island, pp. 187-197 in Zootaxa 3736 (2) on pages 193-195, DOI: 10.11646/zootaxa.3736.2.6, http://zenodo.org/record/223704
ENHANCING MULTILINGUAL TTS WITH VOICE CONVERSION BASED DATA AUGMENTATION AND POSTERIOR EMBEDDING
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: This paper proposes a multilingual, multi-speaker (MM) TTS system by using a voice conversion (VC)-based data augmentation method. Creating an MM-TTS model is challenging, owing to the difficulties of collecting polyglot data from multiple speakers. To address this problem, we adopt a cross-lingual, multi-speaker VC model trained with multiple speakers’ monolingual databases. As this model effectively transfers acoustic attributes while retaining the content information, it is possible to generate each speaker’s polyglot corpora. Subsequently, we design the MM-TTS model with variational autoencoder (VAE)-based posterior embeddings. It is to be noted that incorporating VC-augmented polyglot corpora into the TTS training process might degrade synthetic quality, since the corpora sometimes contain unwanted artifacts. To mitigate this issue, the VAE is trained to capture the acoustic dissimilarity be- tween the recorded and VC-augmented datasets. Through the selective choice of the posterior embeddings obtained from the original recordings in the training set, the proposed model enables the generation of acoustically clearer voices.
Additional file 3: of Quantitative analysis of insulin-like growth factor 2 receptor and insulin-like growth factor binding proteins to identify control mechanisms for insulin-like growth factor 1 receptor phosphorylation
Creators: name: Tian, Dan
name: Mitchell, Isaiah
name: Kreeger, Pamela
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Physiology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Developmental Biology

description: Experimental confirmation of IGF2R knockdown and overexpression. (PDF 181Â kb)
Additional file 5: of Behaviour change strategies for reducing blood pressure-related disease burden: findings from a global implementation research programme
Creators: name: Peiris, David
name: Thompson, Simon
name: Beratarrechea, Andrea
name: MarĂ­A CĂĄrdenas
name: Diez-Canseco, Francisco
name: Goudge, Jane
name: Gyamfi, Joyce
name: Jemima Kamano
name: Irazola, Vilma
name: Johnson, Claire
name: Kengne, Andre
name: Ng Keat
name: J. Miranda
name: Sailesh Mohan
name: Mukasa, Barbara
name: Ng, Eleanor
name: Nieuwlaat, Robby
name: Olugbenga Ogedegbe
name: Ovbiagele, Bruce
name: Plange-Rhule, Jacob
name: Devarsetty Praveen
name: Salam, Abdul
name: Thorogood, Margaret
name: Thrift, Amanda
name: Vedanthan, Rajesh
name: Waddy, Salina
name: Webster, Jacqui
name: Webster, Ruth
name: Yeates, Karen
name: Yusoff, Khalid
Publisher: name: Figshare
Year: 2015
Subjects: subject: Molecular Biology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Science Policy

description: CAN 3 Assessment. DREAM-GLOBAL: Diagnosing hypeRtension - Engaging Action and Management in Getting LOwer Bp in Aboriginal and LMIC - Canada (CAN 3).
Epistylis inclinans Dumas 1937
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis inclinans

description: Epistylis inclinans Dumas, 1937
Locality of the original isolate: France
Habit: free-living
Reference: Dumas (1937)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 282, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
Epistylis invaginata Claparede & Lachmann 1858
Creators: name: Porto, Ana Victoria Dunke
name: Rigo, Francine Vargas
name: Warren, Alan
name: Utz, Laura R. P.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Chromista
Ciliophora
Oligohymenophorea
Peritrichida
Epistylididae
Epistylis
Epistylis invaginata

description: Epistylis invaginata Claparède & Lachmann, 1858
Locality of the original isolate: France
Habit: epibiont
Host: Hydrophilus
Reference: Claparède & Lachmann (1858)
description: Published as part of Porto, Ana Victoria Dunke, Rigo, Francine Vargas, Warren, Alan & Utz, Laura R. P., 2024, Checklist of species in the genus Epistylis (Ciliophora, Peritrichia): the first step for a taxonomic revision, pp. 269-299 in Zootaxa 5415 (2) on page 282, DOI: 10.11646/zootaxa.5415.2.3, http://zenodo.org/record/10692971
A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval - Poster
Creators: Andreea-Maria Oncescu
João F. Henriques
Andrew Zisserman
Samuel Albanie
A. Sophia Koepke
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Video databases from the internet are a valuable source of text-audio retrieval datasets. However, given that sound and vision streams represent different "views" of the data, treating visual descriptions as audio descriptions is far from optimal. Even if audio class labels are present, they commonly are not very detailed, making them unsuited for text-audio retrieval. To exploit relevant audio information from video-text datasets, we introduce a methodology for generating audio-centric descriptions using Large Language Models (LLMs). In this work, we consider the egocentric video setting and propose three new text-audio retrieval benchmarks based on the EpicMIR and EgoMCQ tasks, and on the EpicSounds dataset. Our approach for obtaining audio-centric descriptions gives significantly higher zero-shot performance than using the original visual-centric descriptions. Furthermore, we show that using the same prompts, we can successfully employ LLMs to improve the retrieval on EpicSounds, compared to using the original audio class labels of the dataset. Finally, we confirm that LLMs can be used to determine the difficulty of identifying the action associated with a sound.
Additional file 4: of Quantitative analysis of insulin-like growth factor 2 receptor and insulin-like growth factor binding proteins to identify control mechanisms for insulin-like growth factor 1 receptor phosphorylation
Creators: name: Tian, Dan
name: Mitchell, Isaiah
name: Kreeger, Pamela
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biophysics
subject: Biochemistry
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Developmental Biology
subject: 60506 Virology

description: Analysis of the TCGA data for IGF2R. (PDF 184Â kb)