Language Recognition for Dialects and Closely Related Languages - PowerPoint PPT Presentation

Apr 07, 2024 •290 likes •322 views

Language Recognition for Dialects and Closely Related Languages NIST OpenLRE 2015 G. Gelly, J.L. Gauvain, L. Lamel, A. Laurent, V.B. Le, A. Messaoudi 1 / 3 Language Recognition for Dialects and Closely Related Languages (G. Gelly, et

Language Recognition for Dialects and Closely Related Languages – NIST OpenLRE 2015 G. Gelly, J.L. Gauvain, L. Lamel, A. Laurent, V.B. Le, A. Messaoudi 1 / 3 – Language Recognition for Dialects and Closely Related Languages (G. Gelly, et al., LIMSI-Vocapia)
Pitch Main objectives Being able to identify the dialect when given excerpts of spoken conversations Benchmark different LID approaches in preparation for NIST LRE15 Techniques studied Phonotactic I-vectors LSTM-RNN Lexical 2 / 3 – Language Recognition for Dialects and Closely Related Languages (G. Gelly, et al., LIMSI-Vocapia)
Pitch Main results LSTM-RNN can lead to a lower LER than I-vectors Phonotactic is the most robust method Phonotactic and LSTM-RNN fusion can lead to an important LER reduction 50 por-brz PHO spa-lac 45 RNN spa-eur IVC spa-car 40 LEX qsl-rus RNN+PHO qsl-pol 35 RNN+PHO+IVC fre-hat system output fre-waf RNN+PHO+IVC+LEX eng-sas average LER 30 eng-usg eng-gbr 25 zho-wuu zho-cdo zho-cmn 20 zho-yue ara-arb 15 ara-ary ara-apc 10 ara-acm ara-arz 5 ara-arz ara-acm ara-apc ara-ary ara-arb zho-yue zho-cmn zho-cdo zho-wuu eng-gbr eng-usg eng-sas fre-waf fre-hat qsl-pol qsl-rus spa-car spa-eur spa-lac por-brz 0 [0;5] ]5;10] ]10;20] ]20;30] > 30 all speech duration in seconds target dialect 3 / 3 – Language Recognition for Dialects and Closely Related Languages (G. Gelly, et al., LIMSI-Vocapia)

Download Presentation

Download Policy: The content available on the website is offered to you 'AS IS' for your personal information and use only. It cannot be commercialized, licensed, or distributed on other websites without prior consent from the author. To download a presentation, simply click this link. If you encounter any difficulties during the download process, it's possible that the publisher has removed the file from their server.

Recommend

Languages and dialects ! What's a dialect of a language? ! Dialects of English: Languages,

Languages and dialects ! What's a dialect of a language? ! Dialects of English: Languages, dialects, and power Scots / Scottish English Linguistics 201 African American Vernacular English Guest lecturer: Andrew Weir Cockney April 19,

64 views • 5 slides

Improving SMT by Using Parallel Data of a Closely Related Language Petra Galukov and

Improving SMT by Using Parallel Data of a Closely Related Language Petra Galukov and Ondej Bojar presented by Mark Fishel Institute of Formal and Applied Linguistics Charles University in Prague {galuscakova,bojar}@ufal.mff.cuni.cz

461 views • 23 slides

Aggregate Analysis of Vowel Pronunciation Introduction The Goal in Swedish Dialects Language

Aggregate Analysis of Vowel Pronunciation in Swedish Dialects Mei-Shin Wu Aggregate Analysis of Vowel Pronunciation Introduction The Goal in Swedish Dialects Language leveling The aggregating methods Swedish Dialects Leinonen, Therese,

556 views • 32 slides

Language Contact Linguistics 203 Languages of the World Major Language Families Source: Comrie

Language Contact Linguistics 203 Languages of the World Major Language Families Source: Comrie et al. (2003) Lack of Language Contact leads to greater differences in related languages/dialects Reasons for lack of contact migration

435 views • 40 slides

Tax Challenges With Related Party Sales: Navigating Complex IRS Rules for Closely Held Businesses

Presenting a live 90-minute teleconference with interactive Q&A Tax Challenges With Related Party Sales: Navigating Complex IRS Rules for Closely Held Businesses Defining Related Parties and Applying Rules for Capital Gain Treatment,

842 views • 63 slides

A phylogenetic follow-up study of 4 individuals infected with closely related HIV-1 strains MIEP

A phylogenetic follow-up study of 4 individuals infected with closely related HIV-1 strains MIEP June 12th 2008 Kristen Chalmet Phd Student Ugent, Belgium Introduction HIV is the causal agent of AIDS Fig. HIV Medicine 2006, Flying publisher

429 views • 14 slides

Levels of Dialect, Cont. Linguis4cs 159 American Dialects

Levels of Dialect, Cont. Linguis4cs 159 American Dialects October 2, 2014 Rickford, 1985 Gullah/Sea Island Creole Pidgin = language variety induced

418 views • 27 slides

Dialects & Standards LINGUIST 159 - American Dialects September 25, 2014 Source: The Atlas

Dialects & Standards LINGUIST 159 - American Dialects September 25, 2014 Source: The Atlas of North American English (Labov, Ash, & Boberg 2005) What is a dialect? Wolfram and Schilling (p. 2):

482 views • 19 slides

HMMS and Speech HMMS and Speech HMMS and Speech Recognition Recognition Recognition Presented

HMMS and Speech HMMS and Speech HMMS and Speech Recognition Recognition Recognition Presented by Jen-Wei Kuo Reference 1. X. Huang et. al., Spoken Language Processing, Chapter 8 2. Daniel Jurafsky and James H. Martin, Speech and Language

1.05k views • 65 slides

8-Speech Recognition Speech Recognition Concepts Speech Recognition Approaches

8-Speech Recognition Speech Recognition Concepts Speech Recognition Approaches Recognition Theories Bayse Rule Simple Language Model P(A|W) Network Types 1 7-Speech Recognition (Cont d) HMM Calculating Approaches

1.08k views • 74 slides

Automatic Speech Recognition (CS753) Automatic Speech Recognition (CS753) Lecture 15: Language

Automatic Speech Recognition (CS753) Automatic Speech Recognition (CS753) Lecture 15: Language Models (Part II) Instructor: Preethi Jyothi Mar 2, 2017 Recap Ngram language models are popularly used in various ML applications Language

571 views • 27 slides

Asian American English LINGUIST 159 American Dialects

Asian American English LINGUIST 159 American Dialects November 4, 2014 What is an ethnolect? Ethnolects are varieFes of a language that mark

533 views • 34 slides

Tolerance and distribution in Encelia species They are all closely related, how are they

Tolerance and distribution in Encelia species They are all closely related, how are they different? Different tolerances are part of different ecological strategies But how did they become different species? The Ecological Theatre and the

133 views • 9 slides

Annotating and querying the Icelandic Parsed Historical Corpus and closely related

Annotating and querying the Icelandic Parsed Historical Corpus and closely related cross-linguistic counterparts Anton Karl Ingason University of Iceland www.linguist.is Outline Introduction to the Icelandic Parsed Historical Corpus

387 views • 17 slides

Closely related to Family History (Why, How) . Names Dates Places 1 9/26/2019

9/26/2019 Genealogy is the study of family ancestors with birth, marriage and death dates as far back as desired and/or possible (Who, Where, When). Closely related to Family History (Why, How) . Names Dates Places 1 9/26/2019

154 views • 13 slides

Social Class and Dialects LINGUIST 159 - American Dialects November 18, 2014 Joseph Fruehwald

Social Class and Dialects LINGUIST 159 - American Dialects November 18, 2014 Joseph Fruehwald on Slate Whats wrong with Americas ugliest accent What is wrong with it?

653 views • 22 slides

Trustworthy decompilation: Extracting models of machine code inside an ITP Magnus O. Myreen

Trustworthy decompilation: Extracting models of machine code inside an ITP Magnus O. Myreen University of Cambridge TEITP 2010 The GCD program in ARM machine code: E1510002 B0422001 C0411002 01AFFFFFB Problems with machine code Formal

660 views • 46 slides

Innovations in Rural and Community Health: Lessons From the Front Line Aaron George, DO May 9,

Innovations in Rural and Community Health: Lessons From the Front Line Aaron George, DO May 9, 2017 Family Physician Summit Primary Care Innovations in Rural Primary Care Local Context State Context Global Perspective Chambersburg, PA

429 views • 29 slides

Organizations Harnessing Open Source Simulations to Address Climate Change Addressing climate

Organizations Harnessing Open Source Simulations to Address Climate Change Addressing climate change will require, amongst most everyone from business and government leaders to global citizens, exponential, cross-cultural diffusion of two ideas:

520 views • 39 slides

Network Dynamics and Network Dynamics and Cell Physiology Cell Physiology John J. Tyson John

Network Dynamics and Network Dynamics and Cell Physiology Cell Physiology John J. Tyson John J. Tyson Dept. Biological Sciences Dept. Biological Sciences Virginia Tech Virginia Tech Collaborators Collaborators Budapest Univ. Techn

709 views • 41 slides

Deep Learning for Network Biology Marinka Zitnik and Jure Leskovec Stanford University Deep

Deep Learning for Network Biology Marinka Zitnik and Jure Leskovec Stanford University Deep Learning for Network Biology -- snap.stanford.edu/deepnetbio-ismb -- ISMB 2018 1 This Tutorial snap.stanford.edu/deepnetbio-ismb ISMB 2018 July 6,

464 views • 31 slides

Thank you for joining us. The program will commence momentarily. Virtual Molecular Tumor Board:

Thank you for joining us. The program will commence momentarily. Virtual Molecular Tumor Board: Identification of New and Emerging Genomic Alterations in Metastatic Non-Small Cell Lung Cancer Friday, August 7, 2020 9:00 AM 10:00 AM ET

1.38k views • 89 slides

Logical modelling of cellular decisions Denis Thieffry (thieffry@ens.fr) Contents Introduction

Logical modelling of cellular decisions Denis Thieffry (thieffry@ens.fr) Contents Introduction Logical modelling T-helper cell differentiation MAPK network Porquerolles, June 25th, 2013 Cell proliferation, differentiation or

907 views • 54 slides

Fun with presence/absence data Barbara Schnfeld Photosynthesis Plastids Symbiogenesis

Fun with presence/absence data Barbara Schnfeld Photosynthesis Plastids Symbiogenesis Plastid encoded proteins ~ 2000 different proteins are necessary to run a plas4d Contemporary plas4d

406 views • 14 slides