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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 30 1 Emotional Speech Recognition Using Deep Neural Networks Trinh Van, Loan; Dao Thi Le, Thuy; Le Xuan, Thanh... In: ISSN: 1424-8220 ; Sensors ; https://hal.archives-ouvertes.fr/hal-03632853 ; Sensors, MDPI, 2022, 22 (4), pp.1414. ⟨10.3390/s22041414⟩ (2022) BASE Show details 2 Prosodic Feature-Based Discriminatively Trained Low Resource Speech Recognition System Taniya Hasija; Virender Kadyan; Kalpna Guleria; Abdullah Alharbi; Hashem Alyami; Nitin Goyal In: Sustainability; Volume 14; Issue 2; Pages: 614 (2022) BASE Show details 3 Text Data Augmentation for the Korean Language Dang Thanh Vu; Gwanghyun Yu; Chilwoo Lee; Jinyoung Kim In: Applied Sciences; Volume 12; Issue 7; Pages: 3425 (2022) BASE Show details 4 Emotional Speech Recognition Using Deep Neural Networks Loan Trinh Van; Thuy Dao Thi Le; Thanh Le Xuan; Eric Castelli In: Sensors; Volume 22; Issue 4; Pages: 1414 (2022) BASE Show details 5 A Study of Data Augmentation for ASR Robustness in Low Bit Rate Contact Center Recordings Including Packet Losses María Pilar Fernández-Gallego; Doroteo T. Toledano In: Applied Sciences; Volume 12; Issue 3; Pages: 1580 (2022) BASE Show details 6 Modeling the effect of military oxygen masks on speech characteristics Elie, Benjamin; Gauvain, Jodie; Gauvain, Jean-Luc... In: Interspeech 2021 ; https://hal.archives-ouvertes.fr/hal-03325087 ; Interspeech 2021, Aug 2021, Brno, Czech Republic (2021) BASE Show details 7 Simulating reading mistakes for child speech Transformer-based phone recognition Gelin, Lucile; Pellegrini, Thomas; Pinquier, Julien... In: Annual Conference of the International Speech Communication Association (INTERSPEECH) ; https://hal.archives-ouvertes.fr/hal-03257870 ; Annual Conference of the International Speech Communication Association (INTERSPEECH), Aug 2021, Brno, Czech Republic (2021) BASE Show details 8 A Data Augmentation Approach for Sign-Language-To-Text Translation In-The-Wild ... Nunnari, Fabrizio; España-Bonet, Cristina; Avramidis, Eleftherios. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021 BASE Show details 9 Effekten av textaugmenteringsstrategier på träffsäkerhet, F1-värde och viktat F1-värde ; The effect of text data augmentation strategies on Accuracy, F1-score, and weighted F1-score Shmas, George; Svedberg, Jonatan. - : KTH, Hälsoinformatik och logistik, 2021 BASE Show details 10 Using Data Augmentation and Time-Scale Modification to Improve ASR of Children’s Speech in Noisy Environments Hemant Kumar Kathania; Sudarsana Reddy Kadiri; Paavo Alku... In: Applied Sciences ; Volume 11 ; Issue 18 (2021) BASE Show details 11 Generating Synthetic Disguised Faces with Cycle-Consistency Loss and an Automated Filtering Algorithm Mobeen Ahmad; Usman Cheema; Muhammad Abdullah; Seungbin Moon; Dongil Han In: Mathematics; Volume 10; Issue 1; Pages: 4 (2021) BASE Show details 12 Volumetric changes at implant sites: A systematic appraisal of traditional methods and optical scanning- based digital technologies Tavelli, Lorenzo; Barootchi, Shayan; Majzoub, Jad. - : Wiley Periodicals, Inc., 2021 BASE Show details 13 Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach Sánchez-Cartagena, Víctor M.; Sánchez-Martínez, Felipe; Pérez-Ortiz, Juan Antonio. - : Association for Computational Linguistics, 2021 BASE Show details 14 Improving Short Text Classification Through Global Augmentation Methods Marivate, Vukosi; Sefara, Tshephisho In: Lecture Notes in Computer Science ; 4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE) ; https://hal.inria.fr/hal-03414750 ; 4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.385-399, ⟨10.1007/978-3-030-57321-8_21⟩ (2020) Abstract: International audience ; We study the effect of different approaches to text augmentation. To do this we use three datasets that include social media and formal text in the form of news articles. Our goal is to provide insights for practitioners and researchers on making choices for augmentation for classification use cases. We observe that Word2Vec-based augmentation is a viable option when one does not have access to a formal synonym model (like WordNet-based augmentation). The use of mixup further improves performance of all text based augmentations and reduces the effects of overfitting on a tested deep learning model. Round-trip translation with a translation service proves to be harder to use due to cost and as such is less accessible for both normal and low resource use-cases. Keyword: [INFO]Computer Science [cs]; [SHS.INFO]Humanities and Social Sciences/Library and information sciences; Data augmentation; Deep Neural Networks; Natural Language Processing; Text classification URL: https://hal.inria.fr/hal-03414750/file/497121_1_En_21_Chapter.pdf https://hal.inria.fr/hal-03414750 https://doi.org/10.1007/978-3-030-57321-8_21 https://hal.inria.fr/hal-03414750/document BASE Hide details 15 Data Augmenting Contrastive Learning of Speech Representations in the Time Domain Kharitonov, Eugene; Rivière, Morgane; Synnaeve, Gabriel... In: SLT 2020 - IEEE Spoken Language Technology Workshop ; https://hal.archives-ouvertes.fr/hal-03070321 ; SLT 2020 - IEEE Spoken Language Technology Workshop, Dec 2020, Shenzhen / Virtual, China (2020) BASE Show details 16 Characterization and classification of semantic image-text relations ... Otto, Christian; Springstein, Matthias; Anand, Avishek. - : London : Springer, 2020 BASE Show details 17 Characterization and classification of semantic image-text relations ... Otto, C.; Springstein, M.; Anand, A.. - : Berlin : Springer Nature, 2020 BASE Show details 18 Using Complexity-Identical Human- and Machine-Directed Utterances to Investigate Addressee Detection for Spoken Dialogue Systems Oleg Akhtiamov; Ingo Siegert; Alexey Karpov... In: Sensors ; Volume 20 ; Issue 9 (2020) BASE Show details 19 NAT: Noise-Aware Training for Robust Neural Sequence Labeling Behnke, Sven; Namysl, Marcin; Köhler, Joachim In: Fraunhofer IAIS (2020) BASE Show details 20 MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity Hu, Hai; Chen, Qi; Richardson, Kyle... In: Proceedings of the Society for Computation in Linguistics (2020) BASE Show details Page: 1 2

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