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1	Cascade or Direct Speech Translation? A Case Study
	Thierry Etchegoyhen; Haritz Arzelus; Harritxu Gete; Aitor Alvarez; Iván G. Torre; Juan Manuel Martín-Doñas; Ander González-Docasal; Edson Benites Fernandez
	In: Applied Sciences; Volume 12; Issue 3; Pages: 1097 (2022)
	Abstract: Speech translation has been traditionally tackled under a cascade approach, chaining speech recognition and machine translation components to translate from an audio source in a given language into text or speech in a target language. Leveraging on deep learning approaches to natural language processing, recent studies have explored the potential of direct end-to-end neural modelling to perform the speech translation task. Though several benefits may come from end-to-end modelling, such as a reduction in latency and error propagation, the comparative merits of each approach still deserve detailed evaluations and analyses. In this work, we compared state-of-the-art cascade and direct approaches on the under-resourced Basque–Spanish language pair, which features challenging phenomena such as marked differences in morphology and word order. This case study thus complements other studies in the field, which mostly revolve around the English language. We describe and analysed in detail the mintzai-ST corpus, prepared from the sessions of the Basque Parliament, and evaluated the strengths and limitations of cascade and direct speech translation models trained on this corpus, with variants exploiting additional data as well. Our results indicated that, despite significant progress with end-to-end models, which may outperform alternatives in some cases in terms of automated metrics, a cascade approach proved optimal overall in our experiments and manual evaluations.
	Keyword: Basque; cascade speech translation; corpus; direct speech translation; Spanish; speech translation
	URL: https://doi.org/10.3390/app12031097
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2	A novel source-filter stochastic model for voice production
	Cataldo, Edson; Monteiro, L.; Soize, Christian
	In: ISSN: 0892-1997 ; Journal of Voice ; https://hal-upec-upem.archives-ouvertes.fr/hal-03179837 ; Journal of Voice, Elsevier, 2021, In Press, pp.1-11. ⟨10.1016/j.jvoice.2020.11.015⟩ (2021)
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3	A stochastic model of voice generation and the corresponding solution for the inverse problem using Artificial Neural Network for case with pathology in the vocal folds
	Cataldo, Edson; Soize, Christian
	In: ISSN: 1746-8094 ; Biomedical Signal Processing and Control ; https://hal-upec-upem.archives-ouvertes.fr/hal-03193501 ; Biomedical Signal Processing and Control, Elsevier, 2021, 68, pp.102623 (2021)
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4	Perceptions of plagiarism among PhDs across the sciences, engineering, humanities, and arts: Results from a national survey in Brazil ...
	Vasconcelos, Sonia MR; Masuda, Hatisaburo; Sorenson, Martha. - : Taylor & Francis, 2021
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5	THE PRODUCTION OF A LULA-DILMA CO-PRESENCE EFFECT IN THE POLITICAL MEDIA DISCOURSE IN BRAZILIAN WEEKLY MAGAZINES FROM 2010 ...
	Santos, Elaine De Moraes; Romualdo, Edson Carlos. - : SciELO journals, 2021
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6	THE PRODUCTION OF A LULA-DILMA CO-PRESENCE EFFECT IN THE POLITICAL MEDIA DISCOURSE IN BRAZILIAN WEEKLY MAGAZINES FROM 2010 ...
	Santos, Elaine De Moraes; Romualdo, Edson Carlos. - : SciELO journals, 2021
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7	Engagement of Language and Domain General Networks during Word Monitoring in a Native and Unknown Language
	Kelly Cotosck; Jed Meltzer; Mariana Nucci...
	In: Brain Sciences ; Volume 11 ; Issue 8 (2021)
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8	Relationship between religiosity and smoking among undergraduate health sciences students
	Martinez, Edson Zangiacomi; Bueno-Silva, Carolina Cunha; Bartolomeu, Isabela Mirandola...
	In: Trends Psychiatry Psychother (2021)
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9	UMA EXPERIÊNCIA NO ENSINO DE CLIMATOLOGIA ESCOLAR
	Allocca, Rodson de Andrade; Fialho, Edson Soares
	In: Revista Brasileira de Climatologia; v. 28 (2021); 220-241 ; 2237-8642 ; 10.5380/rbclima.v28i0 (2021)
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10	Mário Ribeiro Cantarino Filho : o poeta revolucionário do esporte
	Silva, Lucas Scaravelli da. - 2021
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11	The Look and Construction of the Meaning in Nobody killed Suhura, by Lília Momplé ; O olhar e a construção do sentido em Ninguém matou Suhura, de Lília Momplé
	Oliveira Kubernat, Carlos; Soares Martins, Edson
	In: Literatura e Autoritarismo; n. 37 (2021): Literatura e Autoritarismo: História, violência, traumas ; 1679-849X (2021)
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12	Authoral labyrinths: the film adaptation of In the tall grass, by Stephen King and Joe Hill ; Labirintos autorais: a adaptação fílmica de In the tall grass, de Stephen King e Joe Hill
	Rodrigues Júnior, Edson José
	In: Travessias; Vol. 15 No. 2 (2021); 34-54 ; Travessias; Vol. 15 Núm. 2 (2021); 34-54 ; Travessias; v. 15 n. 2 (2021); 34-54 ; 1982-5935 (2021)
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13	Formação de professores no contexto pandêmico: reconfigurações do agir docente por alunos de graduação no estágio supervisionado no ensino remoto emergencial
	Regina Celi Mendes Pereira; Evandro Gonçalves Leite; Francisco Edson Gonçalves Leite
	In: DELTA: Documentação de Estudos em Lingüística Teórica e Aplicada, Vol 37, Iss 4 (2021) (2021)
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14	ANÁLISE DE DISCURSO NA REVISTA VEJA: O PROCESSO DE LEGITIMAÇÃO DICURSIVO-MIDIÁTICA DO GOLPE DE 2016 ...
	SILVA, Antonio Edson Alves da. - : Zenodo, 2020
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15	ANÁLISE DE DISCURSO NA REVISTA VEJA: O PROCESSO DE LEGITIMAÇÃO DICURSIVO-MIDIÁTICA DO GOLPE DE 2016 ...
	SILVA, Antonio Edson Alves da. - : Zenodo, 2020
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16	Straight to the Point:Fast-forwarding Videos via Reinforcement Learning Using Textual Data
	De Souza Ramos, Washington; Silva, Michel M.; Araujo, Edson R.. - : IEEE, 2020
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17	MINTZAI: Sistemas de Aprendizaje Profundo E2E para Traducción Automática del Habla ; MINTZAI: End-to-end Deep Learning for Speech Translation
	Etchegoyhen, Thierry; Arzelus, Haritz; Gete, Harritxu. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2020
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18	Expressão e utopia : testemunhando atos de coletivos independentes de Porto Alegre
	Costa, Bruna Gazzi. - 2020
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19	What Happens in Vegas Stays on TripAdvisor? A Theory and Technique to Understand Narrativity in Consumer Reviews
	van Laer, T.; Edson Escalas, J.; Ludwig, S.. - : Oxford University Press, 2019
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20	Measurement of $W^{\pm}$-boson and $Z$-boson production cross-sections in $pp$ collisions at $\sqrt{s}=2.76$ TeV with the ATLAS detector
	Aad, Georges; Abbott, Brad; Abbott, Dale Charles. - 2019
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