69 citations · 117 across the 16 of their papers we have counts for
5 papers · 1 filter
State-Space Models in Efficient Whispered and Multi-dialect Speech Recognition
Aref Farhadipour, Homayoon Beigi, Volker Dellwo +1
Whispered speech recognition presents significant challenges for conventional automatic speech recognition systems, particularly when combined with dialect variation. However, util…
Bi-LSTM Scoring Based Similarity Measurement with Agglomerative Hierarchical Clustering (AHC) for Speaker Diarization
Siddharth S. Nijhawan, Homayoon Beigi
Majority of speech signals across different scenarios are never available with well-defined audio segments containing only a single speaker. A typical conversation between two spea…
Multi-Modal Emotion Detection with Transfer Learning
Amith Ananthram, Kailash Karthik Saravanakumar, Jessica Huynh +1
Automated emotion detection in speech is a challenging task due to the complex interdependence between words and the manner in which they are spoken. It is made more difficult by t…
A Transfer Learning Method for Speech Emotion Recognition from Automatic Speech Recognition
Sitong Zhou, Homayoon Beigi
This paper presents a transfer learning method in speech emotion recognition based on a Time-Delay Neural Network (TDNN) architecture. A major challenge in the current speech-based…
A New Approach to Accent Recognition and Conversion for Mandarin Chinese
Lin Ai, Shih-Ying Jeng, Homayoon Beigi
Two new approaches to accent classification and conversion are presented and explored, respectively. The first topic is Chinese accent classification/recognition. The second topic…