Steven Rennie
Steven Rennie has 3 papers in our library, in 2015–2016, most of them on Dialogue systems, Speech & spoken language, English; often with George Saon, Hong-Kwang J. Kuo, Michael Picheny.
OpenAlex · h-index 18 · 57 works · 4,130 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 270 times in our library · ⭐ Paper Stars ranking: #1098
Affiliations
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 workSignal Processing · 2 works
🧭 Topics 4Research subjects and languages the work is about.Vision & language · 1 workDialogue systems · 2 worksEnglish · 2 worksSpeech & spoken language · 2 works
Works by year
2010s
Papers
- Self-critical Sequence Training for Image Captioning (2016 · 2,374 citations)
Image captioning models are usually trained with word-level cross-entropy and teacher forcing. They are then judged with non-differentiable sentence metrics such as CIDEr or BLEU. This creates two problems: exposure bias, and a gap between the training objective and the evaluation metric. Rennie et al. (IBM Watson)… - The IBM 2015 English Conversational Telephone Speech Recognition System (2015 · 96 citations)
The paper reports how IBM improved its English recognizer for conversational telephone speech. The benchmark is the Switchboard part of the Hub5-2000 evaluation. Training used 1975 hours of two-party phone conversations from Switchboard 1, Fisher and CallHome. The authors argue that no single trick is enough and that… - The IBM 2016 English Conversational Telephone Speech Recognition System (2016 · 3 citations)
The paper reports how IBM pushed English conversational telephone speech recognition to a record word error rate of 6.6% on the Switchboard portion of the Hub5 2000 evaluation.
Co-authors here
Venues
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2016
- Interspeech: Interspeech 2015
Cited by
Updated
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