Výsledky vyhledávání - "Stavros Tsakalidis"

Godec: An Open-Source Data Processing Framework for Deploying ML Data Flows in Edge-Computing Environments

Autor: Andrew Tabarez, Francis Keith, Le Zhang, Stavros Tsakalidis, Ralf Meermeier, William Hartmann

Publikováno v: Edge Computing – EDGE 2020 ISBN: 9783030598235
EDGE

We present Godec, a C++-based framework that allows easy transition of complex machine learning (ML) data flows to edge-computing environments where common data processing frameworks do not apply. Godec allows for free mixing of technologies such as

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8538bfc6a8f2f8917b863431e93f03ad
https://doi.org/10.1007/978-3-030-59824-2_7

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Alternative networks for monolingual bottleneck features

Autor: William Hartmann, Roger Hsiao, Stavros Tsakalidis

Publikováno v: ICASSP

While recent advances in deep neural networks have lead to significant improvements in speech recognition, they have been applied mainly to acoustic and language modeling. We instead apply the models to bottleneck feature extraction. Several DNN, CNN

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d095546bcd497be895e2747898d4a8bc
https://doi.org/10.1109/icassp.2017.7953166

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The 2016 BBN Georgian telephone speech keyword spotting system

Autor: Tanel Alumäe, Damianos Karakos, Richard Schwartz, Roger Hsiao, Long Nguyen, William Hartmann, Le Zhang, Stavros Tsakalidis

Publikováno v: ICASSP

In this paper we describe the 2016 BBN conversational telephone speech keyword spotting system; the culmination of four years of research and development under the IARPA Babel program. The system was constructed in response to the NIST Open Keyword S

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::cebfa445bf3f37759e2b8bc4379758bb
https://doi.org/10.1109/icassp.2017.7953259

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BBN TransTalk: Robust multilingual two-way speech-to-speech translation for mobile platforms

Autor: David Stallard, Prem Natarajan, Jacob Devlin, Mark Rawls, Chia-Lin Kao, Shankar Ananthakrishnan, Kriste Krstovski, Aaron Challenner, Fred Choi, Stavros Tsakalidis, Rohit Prasad, Ralf Meermeier, Shirin Saleem

Publikováno v: Computer Speech & Language. 27:475-491

In this paper we present a speech-to-speech (S2S) translation system called the BBN TransTalk that enables two-way communication between speakers of English and speakers who do not understand or speak English. The BBN TransTalk has been configured fo

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::41014688a94724ba064cc8106ba566c5
https://doi.org/10.1016/j.csl.2011.10.003

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Code-switched English pronunciation modeling for Swahili spoken term detection

Autor: Neil Kleynhans, William Hartman, Stavros Tsakalidis, Marelie H. Davel, Daniel van Niekerk, Rich Schwartz, Charl van Heerden

Publikováno v: SLTU

We investigate modeling strategies for English code-switched words as found in a Swahili spoken term detection system. Code switching, where speakers switch language in a conversation, occurs frequently in multilingual environments, and typically de-

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2e04b1b50db04f7bd313f2ad59f3ebda
https://hdl.handle.net/10394/31798

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Robust speech recognition in unknown reverberant and noisy conditions

Autor: Jan Cernocky, Frantisek Grezl, Richard Schwartz, Lukas Burget, William Hartmann, Stavros Tsakalidis, Igor Szöke, Hynek Hermansky, Shinji Watanabe, Jeff Z. Ma, Sri Harish Mallidi, Martin Karafiat, Roger Hsiao, Zhuo Chen

Publikováno v: ASRU

In this paper, we describe our work on the ASpIRE (Automatic Speech recognition In Reverberant Environments) challenge, which aims to assess the robustness of automatic speech recognition (ASR) systems. The main characteristic of the challenge is dev

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ad637d3db995dd50641e0e1ce5307429
https://doi.org/10.1109/asru.2015.7404841

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