Publications

Journal Papers

1. Khorram S., McInnis M., Provost E. M., “Jointly Aligning and Predicting Continuous Emotion Annotations”, IEEE Transactions on Affective Computing, 2019. [pdf] [code]

2. Taheri M., Khorram S., Assi M., Sameti H., Bijankhan M., “Designing and Recording a Speech Database for Persian TTS Systems”, Journal of Comparative Linguistic Researches, 2017 (In Persian). [pdf]

3. Khorram S., Sameti H., King S., “Soft Context Clustering for F0 Modeling in HMM-Based Speech Synthesis”, EURASIP Journal on Advances in Signal Processing, 2015. [pdf]

4. Khorram S., Sameti H., King S., Drugman T., “Context-Dependent Acoustic Modeling Based on Hidden Maximum Entropy Model for Statistical Parametric Speech Synthesis”, EURASIP Journal on Audio, Speech, and Music Processing, 2014. [pdf]

5. Khorram S., Sameti H., Bahmaninezhad F., “Spectral Modeling Based on Gaussian Conditional Random Field for Statistical Parametric Speech Synthesis”, CSI Journal on Computer Science and Engineering, 2012. [pdf]

Conference Papers

1. Jafarlou S., Khorram S., Kothapally V., Hansen J., “Analyzing Large Receptive Field Convolutional Networks for Distant Speech Recognition”, ASRU, 2019.

2. Ghorbani S., Khorram S., Hansen J., “Domain Expansion in DNN-based Acoustic Models for Robust Speech Recognition”, ASRU, 2019.

3. Yousefi M., Khorram S., Hansen J., “Probabilistic Permutation Invariant Training for Speech Separation”, Interspeech, 2019. [pdf] [code]

4. Nursadul M., Khorram S., Hansen J., “Convolutional Neural Network-based Speech Enhancement for Cochlear Implant Recipients”, Interspeech, 2019. [pdf] [code]

5. Khorram S., McInnis M., Provost E. M., “Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain”, ICASSP, 2019. [pdf] [code]

6. Zhang B., Khorram S., Provost E. M., “Exploiting Acoustic and Lexical Properties of Phonemes to Recognize Valence from Speech”, ICASSP, 2019. [pdf]

7. Khorram S., Jaiswal M., Gideon J., McInnis M., Provost E. M., “The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild”, Interspeech, 2018. [pdf]

8. Aldeneh Z., Khorram S., Dimitriadis D., Provost E. M., “Pooling Acoustic and Lexical Features for the Prediction of Valence”, 19th ACM International Conference on Multimodal Interaction (ICMI), 2017. [pdf]

9. Khorram S., Aldeneh Z., Dimitriadis D., McInnis M., Provost E. M., “Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition”, Interspeech 2017. [pdf] [code]

10. Gideon J., Khorram S., Aldeneh Z., McInnis M., Provost E. M., “Progressive Neural Networks for Transfer Learning in EmotionRecognition”, Interspeech 2017. [pdf]

11. Gideon J., Zhang B., Aldeneh Z., Kim Y., Khorram S., Le D., Provost E. M., “Wild Wild Emotion: A Multimodal Ensemble Approach”, 18th ACM International Conference on Multimodal Interaction (ICMI), 2016. [pdf]

12. Khorram S., Gideon J., McInnis M., Provost E. M., “Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge”, Interspeech, 2016. [pdf]

13. Khorram S., Sameti H., Bahmaninezhad F., “Context-Dependent Deterministic Plus Stochastic Model”, 12th IEEE International Conference on Signal Processing (ICSSP), 2014. [pdf]

14. Khorram S., Bahmaninezhad F., Sameti H., “Speech Synthesis Based on Gaussian Conditional Random Fields”, International Symposium on Artificial Intelligence and Signal Processing (AISP), 2013. [pdf]

15. Saleh F. S., Shams B., Sameti H., Khorram S., “An Automatic Prosodic Event Detector Using MSD HMMs for Persian Language”, International Symposium on Artificial Intelligence and Signal Processing (AISP), 2013. [pdf]

16. Bahmaninezhad F., Khorram S., Sameti H., “Average Voice Modeling Based on Unbiased Decision Trees”, Advances in Non-linear Speech Processing, 2013. [pdf]

17. Bahmaninezhad F., Sameti H., Khorram S., “HMM-Based Persian Speech Synthesis Using Limited Adaptation Data”, 11th IEEE International Conference on Signal Processing (ICSP), 2012. [pdf]

18. Khorram S., Sameti H., Veisi H., “An Optimum MMSE Post-Filter for Adaptive Noise Cancellers in Automobile Environment”, International Conference on Information Science, Signal Processing and Their Applications, 2012. [pdf]

19. Bahaadini S., Sameti H., Khorram S., “Implementation and Evaluation of Statistical Parametric Speech Synthesis Methods for the Persian Language”, IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2011. [pdf]

20. Khorram S., Sameti H., Veisi H., “LP-Based Over-Sampled Subband Adaptive Noise Canceller for Speech Enhancement in Diffuse Noise Fields”, 9th IEEE International Conference on Signal Processing (ICSP), 2008. [pdf]

21. Khorram S., Sameti H., Veisi H., Abutalebi H. R., “A New Lattice LP-based Post-filter for Adaptive Noise Cancellers in Mobile and Vehicular Applications”, 8th IEEE Symposium on Signal Processing and Information Theory, 2008. [pdf]