Monaural Multi-Talker Speech Recognition using Factorial Speech Processing Models

no code implementations • 5 Oct 2016 • Mahdi Khademian, Mohammad Mehdi Homayounpour

The proposed method of the IBM team, consist of an intermediate speech separation and then a single-talker speech recognition.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Modeling State-Conditional Observation Distribution using Weighted Stereo Samples for Factorial Speech Processing Models

no code implementations • 9 Mar 2015 • Mahdi Khademian, Mohammad Mehdi Homayounpour

This paper investigates the effectiveness of factorial speech processing models in noise-robust automatic speech recognition tasks.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora

no code implementations • LREC 2012 • Mahdi Khademian, Kaveh Taghipour, Saab Mansour, Shahram Khadivi

Achieving accurate translation, especially in multiple domain documents with statistical machine translation systems, requires more and more bilingual texts and this need becomes more critical when training such systems for language pairs with scarce training data.

Boundary Detection Machine Translation +2