Natasha Singh-Miller

Publications

127

Citations

H-Index

2007

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Natasha Singh-Miller is an author at Massachusetts Institute of Technology specializing in speech communication, machine learning, and speech processing.

Top concepts

EngineeringMachine LearningSpeech ProcessingSpeech RecognitionSpeech CommunicationGrammarLanguageLinguisticsText MiningData Science

Publications per year

2007–2016

Publications

Dimensionality reduction for speech recognition using neighborhood components analysis

Natasha Singh-Miller, Michael Collins, Timothy J. Hazen · 2007 · 39 citations

Lecture Transcription Task, Engineering, Machine Learning +15

Trigger-Based Language Modeling using a Loss-Sensitive Perceptron Algorithm

Natasha Singh-Miller, Michael Collins · 2007 · 34 citations

Engineering, Machine Learning, Trigger-based Language Modeling +22

Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition

Natasha Singh-Miller, Michael Collins · DSpace@MIT (Massachusetts Institute of Technology) · 2009 · 27 citations · Full text

Using Spectral Acoustic Features to Identify Abnormal Heart Sounds

Nicholas Singh-Miller, Natasha Singh-Miller · Computing in cardiology · 2016 · 27 citations · Full text

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