Pegah Ghahremani

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Automatic Speech Recognition

Trained Neural Networks

Student Learning

Empirical Evaluation

Top Venues

Publications

Pin-Jui Ku, I-Fan Chen, Chao-Han Huck Yang, Anirudh Raju, Pranav Dheram, Pegah Ghahremani, Brian King, Jing Liu, Roger Ren, Phani Sankar Nidadavolu
Hot-Fixing Wake Word Recognition for End-to-End ASR Via Neural Model Reprogramming. ICASSP (2024)
Anirudh S. Sundar, Gokce Keskin, Chander Chandak, I-Fan Chen, Pegah Ghahremani, Shalini Ghosh
Prune Then Distill: Dataset Distillation with Importance Sampling. ICASSP (2023)
Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke, Roland Maas
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation. INTERSPEECH (2022)
Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke, Roland Maas
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation. CoRR (2022)
Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo
Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. CoRR (2021)
Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo
Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. Interspeech (2021)
Mousmita Sarma, Pegah Ghahremani, Daniel Povey, Nagendra Kumar Goel, Kandarpa Kumar Sarma, Najim Dehak
Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN. INTERSPEECH (2019)
Pegah Ghahremani, Hossein Hadian, Hang Lv, Daniel Povey, Sanjeev Khudanpur
Acoustic Modeling from Frequency Domain Representations of Speech. INTERSPEECH (2018)
Daniel Povey, Hossein Hadian, Pegah Ghahremani, Ke Li, Sanjeev Khudanpur
A Time-Restricted Self-Attention Layer for ASR. ICASSP (2018)
Mousmita Sarma, Pegah Ghahremani, Daniel Povey, Nagendra Kumar Goel, Kandarpa Kumar Sarma, Najim Dehak
Emotion Identification from Raw Speech Signals Using DNNs. INTERSPEECH (2018)
Vimal Manohar, Pegah Ghahremani, Daniel Povey, Sanjeev Khudanpur
A Teacher-Student Learning Approach for Unsupervised Domain Adaptation of Sequence-Trained ASR Models. SLT (2018)
Pegah Ghahremani, Phani Sankar Nidadavolu, Nanxin Chen, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur, Najim Dehak
End-to-end Deep Neural Network Age Estimation. INTERSPEECH (2018)
Chunxi Liu, Jinyi Yang, Ming Sun, Santosh Kesiraju, Alena Rott, Lucas Ondel, Pegah Ghahremani, Najim Dehak, Lukás Burget, Sanjeev Khudanpur
An empirical evaluation of zero resource acoustic unit discovery. ICASSP (2017)
Pegah Ghahremani, Vimal Manohar, Hossein Hadian, Daniel Povey, Sanjeev Khudanpur
Investigation of transfer learning for ASR using LF-MMI trained neural networks. ASRU (2017)
Chunxi Liu, Jinyi Yang, Ming Sun, Santosh Kesiraju, Alena Rott, Lucas Ondel, Pegah Ghahremani, Najim Dehak, Lukás Burget, Sanjeev Khudanpur
An Empirical Evaluation of Zero Resource Acoustic Unit Discovery. CoRR (2017)
Jan Trmal, Matthew Wiesner, Vijayaditya Peddinti, Xiaohui Zhang, Pegah Ghahremani, Yiming Wang, Vimal Manohar, Hainan Xu, Daniel Povey, Sanjeev Khudanpur
The Kaldi OpenKWS System: Improving Low Resource Keyword Search. INTERSPEECH (2017)
Pegah Ghahremani, Jasha Droppo
Self-stabilized deep neural network. ICASSP (2016)
Pegah Ghahremani, Jasha Droppo, Michael L. Seltzer
Linearly augmented deep neural network. ICASSP (2016)
Daniel Povey, Vijayaditya Peddinti, Daniel Galvez, Pegah Ghahremani, Vimal Manohar, Xingyu Na, Yiming Wang, Sanjeev Khudanpur
Purely Sequence-Trained Neural Networks for ASR Based on Lattice-Free MMI. INTERSPEECH (2016)
David Snyder, Pegah Ghahremani, Daniel Povey, Daniel Garcia-Romero, Yishay Carmiel, Sanjeev Khudanpur
Deep neural network-based speaker embeddings for end-to-end speaker verification. SLT (2016)
Pegah Ghahremani, Vimal Manohar, Daniel Povey, Sanjeev Khudanpur
Acoustic Modelling from the Signal Domain Using CNNs. INTERSPEECH (2016)
Pegah Ghahremani, Bagher BabaAli, Daniel Povey, Korbinian Riedhammer, Jan Trmal, Sanjeev Khudanpur
A pitch extraction algorithm tuned for automatic speech recognition. ICASSP (2014)
David Nolden, Hagen Soltau, Daniel Povey, Pegah Ghahremani, Lidia Mangu, Hermann Ney
Removing redundancy from lattices. INTERSPEECH (2014)
Jan Trmal, Guoguo Chen, Daniel Povey, Sanjeev Khudanpur, Pegah Ghahremani, Xiaohui Zhang, Vimal Manohar, Chunxi Liu, Aren Jansen, Dietrich Klakow, David Yarowsky, Florian Metze
A keyword search system using open source software. SLT (2014)