Soheil Khorram

According to our database, Soheil Khorram authored at least 22 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Clustering and Mining Accented Speech for Inclusive and Fair Speech Recognition.

Jaeyoung Kim, Han Lu, Soheil Khorram, Anshuman Tripathi, Qian Zhang, Hasim Sak

CoRR, 2024

Monte Carlo Self-Training for Speech Recognition.

Anshuman Tripathi, Soheil Khorram, Han Lu, Jaeyoung Kim, Qian Zhang, Hasim Sak

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Cross-Training: A Semi-Supervised Training Scheme for Speech Recognition.

Soheil Khorram, Anshuman Tripathi, Jaeyoung Kim, Han Lu, Qian Zhang, Rohit Prabhavalkar, Hasim Sak

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Contrastive Siamese Network for Semi-Supervised Speech Recognition.

Soheil Khorram, Jaeyoung Kim, Anshuman Tripathi, Han Lu, Qian Zhang, Hasim Sak

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Jointly Aligning and Predicting Continuous Emotion Annotations.

Soheil Khorram, Melvin G. McInnis, Emily Mower Provost

IEEE Trans. Affect. Comput., 2021

2019

Probabilistic Permutation Invariant Training for Speech Separation.

Midia Yousefi, Soheil Khorram, John H. L. Hansen

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Convolutional Neural Network-Based Speech Enhancement for Cochlear Implant Recipients.

Nursadul Mamun, Soheil Khorram, John H. L. Hansen

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Exploiting Acoustic and Lexical Properties of Phonemes to Recognize Valence from Speech.

Biqiao Zhang, Soheil Khorram, Emily Mower Provost

Proceedings of the IEEE International Conference on Acoustics, 2019

Trainable Time Warping: Aligning Time-series in the Continuous-time Domain.

Soheil Khorram, Melvin G. McInnis, Emily Mower Provost

Proceedings of the IEEE International Conference on Acoustics, 2019

Analyzing Large Receptive Field Convolutional Networks for Distant Speech Recognition.

Salar Jafarlou, Soheil Khorram, Vinay Kothapally, John H. L. Hansen

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Domain Expansion in DNN-Based Acoustic Models for Robust Speech Recognition.

Shahram Ghorbani, Soheil Khorram, John H. L. Hansen

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild.

Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition.

Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Progressive Neural Networks for Transfer Learning in Emotion Recognition.

John Gideon, Soheil Khorram, Zakaria Aldeneh, Dimitrios Dimitriadis, Emily Mower Provost

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Pooling acoustic and lexical features for the prediction of valence.

Zakaria Aldeneh, Soheil Khorram, Dimitrios Dimitriadis, Emily Mower Provost

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

2016

Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge.

Soheil Khorram, John Gideon, Melvin G. McInnis, Emily Mower Provost

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Wild wild emotion: a multimodal ensemble approach.

John Gideon, Biqiao Zhang, Zakaria Aldeneh, Yelin Kim, Soheil Khorram, Duc Le, Emily Mower Provost

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

2015

Soft context clustering for F0 modeling in HMM-based speech synthesis.

Soheil Khorram, Hossein Sameti, Simon King

EURASIP J. Adv. Signal Process., 2015

2014

Context-dependent acoustic modeling based on hidden maximum entropy model for statistical parametric speech synthesis.

Soheil Khorram, Hossein Sameti, Fahimeh Bahmaninezhad, Simon King, Thomas Drugman

EURASIP J. Audio Speech Music. Process., 2014

2013

Average Voice Modeling Based on Unbiased Decision Trees.

Fahimeh Bahmaninezhad, Soheil Khorram, Hossein Sameti

Proceedings of the Advances in Nonlinear Speech Processing - 6th International Conference, 2013

2012

An optimum MMSE post-filter for Adaptive Noise Cancellation in automobile environment.

Soheil Khorram, Hossein Sameti, Hadi Veisi

Proceedings of the 11th International Conference on Information Science, 2012

2011

Implementation and evaluation of statistical parametric speech synthesis methods for the Persian language.

Sara Bahaadini, Hossein Sameti, Soheil Khorram

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011