Long Qin

 

Office


GHC 6225

Carnegie Mellon University

5000 Forbes Avenue

Pittsburgh, PA 15213


Email


lqin (at) cs (dot) cmu (dot) edu

 

I’m currently a sixth year PhD student at the Language Technologies Institute of Carnegie Mellon University. I am working with Prof. Alex Rudnicky on Speech Recognition. I got my Bachelor and Master degrees from University of Science and Technology of China, where I worked with Prof. Renhua Wang on Speech Synthesis.


CV [pdf]

Thesis [pdf]


Research

  1. OOV word detection and recovery

  2. Discriminative acoustic modeling

  3. Speaker adaptive training

  4. Unsupervised / semi-supervised lexicon learning

  5. Statistical parametric speech synthesis


Selected PublicationS

  1. OOV word detection using hybrid models with mixed types of fragments, Interspeech-2012. [pdf]

  2. System combination for out-of-vocabulary word detection, ICASSP-2012. [pdf]

  3. OOV detection and recovery using hybrid models with different fragments, Interspeech-2011. [pdf]

  4. The effect of lattice pruning on MMIE training, ICASSP-2010. [pdf]

  5. Implementing and improving MMIE training in SphinxTrain, CMU Sphinx Workshop 2010. [pdf]

  6. An improved minimum generation error based model adaptation for HMM-based speech synthesis, Interspeech-2009. [pdf]

  7. Minimum generation error linear regression based model adaptation for HMM-based speech synthesis, ICASSP-2008. [pdf]


Courses

  1. 10-701 Machine Learning

  2. 11-711 Algorithm for NLP

  3. 11-721 Grammars and Lexicons

  4. 11-733 Multilingual Speech to Speech Translation

  5. 11-741 Information Retrieval

  6. 11-751 Speech Recognition and Understanding

  7. 11-752 Speech II

  8. 11-754 Dialog System

  9. 11-756 Design and Implementation of ASR Systems

  10. 11-761 Language and Statistics

  11. 11-791 Software Engineering


Interests

Football, Soccer, Movie, Ski, Skate

CMU Sphinx


Benchmark Testing Results [pdf]

Discriminative Training Equations [pdf]


Links


CMUSphinx

Speech at CMU

Sphinx Inner Web

Online LM tool

CMU-CAM LM toolkit

Sphinx Tutorial