Research Interests

  • Machine Learning

Courses Taught

Number

Name

Level

ECE 1111

Engineering Computation I

Undergraduate

ECE 4110

Special Topics: GPU Programming

Undergraduate

ECE 4110

Special Topics: Applications of Machine Learning

Undergraduate

ECE 4527

Introduction to Machine Learning and Pattern Recognition

Undergraduate

ECE 4822

Engineering Computation IV

Undergraduate

ECE 8110

Special Topics in Electrical and Computer Engineering

Graduate

ECE 8527

Introduction to Machine Learning and Pattern Recognition

Graduate

Selected Publications

  • Roy, S., Kiral, I., Mirmomeni, M., Mummert, T., Braz, A., Tsay, J., Tang, J., Asif, U., Schaffter, T., Ahsen, M.E., Iwamori, T., Yanagisawa, H., Poonawala, H., Madan, P., Qin, Y., Picone, J., Obeid, I., Marques, B., Maetschke, S., Khalaf, R., Rosen-Zvi, M., Stolovitzky, G., & Harrer, S. (2021). Evaluation of artificial intelligence systems for assisting neurologists with fast and accurate annotations of scalp electroencephalography data. EBioMedicine, 66. doi: 10.1016/j.ebiom.2021.103275

  • Rahman, S., Hamid, A., Ochal, D., Obeid, I., & Picone, J. (2020). Improving the Quality of the TUSZ Corpus. 2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings. doi: 10.1109/SPMB50085.2020.9353635

  • Hamid, A., Gagliano, K., Rahman, S., Tulin, N., Tchiong, V., Obeid, I., & Picone, J. (2020). The Temple University Artifact Corpus: An Annotated Corpus of EEG Artifacts. 2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings. doi: 10.1109/SPMB50085.2020.9353647

  • Shawki, N., Elseify, T., Cap, T., Shah, V., Obeid, I., & Picone, J. (2020). A Deep Learning-Based Real-time Seizure Detection System. 2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings. doi: 10.1109/SPMB50085.2020.9353623

  • Shah, V., Obeid, I., Picone, J., Ekladious, G., Iskander, R., & Roy, Y. (2020). Validation of Temporal Scoring Metrics for Automatic Seizure Detection. 2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings. doi: 10.1109/SPMB50085.2020.9353631

  • Islam, S., Shah, V., Gidde, S., Hutapea, P., Song, S.H., Picone, J., & Kim, A. (2020). A Machine Learning Enabled Wireless Intracranial Brain Deformation Sensing System. IEEE Transactions on Biomedical Engineering, 67(12), pp. 3521-3530. doi: 10.1109/TBME.2020.2990071

  • Rahman, S., Miranda, M., Obeid, I., & Picone, J. (2019). Software and Data Resources to Advance Machine Learning Research in Electroencephalography. 2019 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2019 - Proceedings. doi: 10.1109/SPMB47826.2019.9037851

  • Hunt, I., Husain, S., Simon, J., Obeid, I., & Picone, J. (2019). Recent Advances in the Temple University Digital Pathology Corpus. 2019 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2019 - Proceedings. doi: 10.1109/SPMB47826.2019.9037859

  • Jean-Paul, S., Elseify, T., Obeid, I., & Picone, J. (2019). Issues in the Reproducibility of Deep Learning Results. 2019 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2019 - Proceedings. doi: 10.1109/SPMB47826.2019.9037840

  • Golmohammadi, M., Torbati, A.H.H.N., Diego, S.L.d.e., Obeid, I., & Picone, J. (2019). Automatic analysis of EEGs using big data and hybrid deep learning architectures. Frontiers in Human Neuroscience, 13. doi: 10.3389/fnhum.2019.00076

  • Campbell, C., Mecca, N., Duong, T., Obeid, I., & Picone, J. (2019). Expanding an HPC Cluster to Support the Computational Demands of Digital Pathology. 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. doi: 10.1109/SPMB.2018.8615614

  • Capp, N., Campbell, C., Elseify, T., Obeid, I., & Picone, J. (2019). Optimizing EEG Visualization Through Remote Data Retrieval. 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. doi: 10.1109/SPMB.2018.8615613

  • Shah, V., Anstotz, R., Obeid, I., & Picone, J. (2019). Adapting an Automatic Speech Recognition System to Event Classification of Electroencephalograms 1. 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. doi: 10.1109/SPMB.2018.8615625

  • Houser, D., Shadhin, G., Anstotz, R., Campbell, C., Obeid, I., Picone, J., Farkas, T., Persidsky, Y., & Jhala, N. (2019). The Temple University Hospital Digital Pathology Corpus. 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. doi: 10.1109/SPMB.2018.8615619

  • Ferrell, S., Weltin, E.V., Obeid, I., & Picone, J. (2019). Open Source Resources to Advance EEG Research. 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. doi: 10.1109/SPMB.2018.8615622

  • Golmohammadi, M., Ziyabari, S., Shah, V., Obeid, I., & Picone, J. (2019). Deep Architectures for Spatio-Temporal Modeling: Automated Seizure Detection in Scalp EEGs. Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018, pp. 745-750. doi: 10.1109/ICMLA.2018.00118

  • Jungreis, D., Capp, N., Golmohammadi, M., & Picone, J. (2019). Predicting Endogenous Bank Health from FDIC Statistics on Depository Institutions Using Deep Learning. Advances in Intelligent Systems and Computing, 997, pp. 563-572. doi: 10.1007/978-3-030-22871-2_38

  • Shah, V., Weltin, E.v., Lopez, S., McHugh, J.R., Veloso, L., Golmohammadi, M., Obeid, I., & Picone, J. (2018). The temple university hospital seizure detection corpus. Frontiers in Neuroinformatics, 12. doi: 10.3389/fninf.2018.00083

  • Saleheen, F., Wang, Z., Picone, J., Butz, B.P., & Won, C.H. (2018). Efficacy of a virtual teaching assistant in an open laboratory environment for electric circuits. Advances in Engineering Education, 6(3), pp. 1-27.

  • Capp, N., Krome, E., Obeid, I., & Picone, J. (2017). Facilitating the annotation of seizure events through an extensible visualization tool. 2017 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2017 - Proceedings, 2018-January, pp. 1-3. doi: 10.1109/SPMB.2017.8257043

  • Veloso, L., McHugh, J., Weltin, E.V., Lopez, S., Obeid, I., & Picone, J. (2017). Big data resources for EEGs: Enabling deep learning research. 2017 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2017 - Proceedings, 2018-January, pp. 1-3. doi: 10.1109/SPMB.2017.8257044

  • Weltin, E.V., Ahsan, T., Shah, V., Jamshed, D., Golmohammadi, M., Obeid, I., & Picone, J. (2017). Electroencephalographic slowing: A primary source of error in automatic seizure detection. 2017 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2017 - Proceedings, 2018-January, pp. 1-5. doi: 10.1109/SPMB.2017.8257018

  • Shah, V., Golmohammadi, M., Ziyabari, S., Weltin, E.V., Obeid, I., & Picone, J. (2017). Optimizing channel selection for seizure detection. 2017 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2017 - Proceedings, 2018-January, pp. 1-5. doi: 10.1109/SPMB.2017.8257019

  • Golmohammadi, M., Ziyabari, S., Shah, V., Weltin, E.V., Campbell, C., Obeid, I., & Picone, J. (2017). Gated recurrent networks for seizure detection. 2017 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2017 - Proceedings, 2018-January, pp. 1-5. doi: 10.1109/SPMB.2017.8257020

  • Campbell, C., Mecca, N., Obeid, I., & Picone, J. (2017). The Neuronix HPC cluster: Cluster management using free and open source software tools. 2017 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2017 - Proceedings, 2018-January, pp. 1-3. doi: 10.1109/SPMB.2017.8257042

  • Lazarou, G.Y., Alam, M.S., & Picone, J. (2017). Measuring the variability of CAIDA internet traffic traces. 19th International Conference on Computer and Information Technology, ICCIT 2016, pp. 1-6. doi: 10.1109/ICCITECHN.2016.7860158

  • Thiess, M., Krome, E., Golmohammadi, M., Obeid, I., & Picone, J. (2017). Enhanced visualizations for improved real-time EEG monitoring. 2016 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2016 - Proceedings. doi: 10.1109/SPMB.2016.7846868

  • Yang, S., Lopez, S., Golmohammadi, M., Obeid, I., & Picone, J. (2017). Semi-automated annotation of signal events in clinical EEG data. 2016 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2016 - Proceedings. doi: 10.1109/SPMB.2016.7846855

  • Somaru, P., Obeid, I., & Picone, J. (2017). Low-cost high-performance computing via consumer GPUs. 2016 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2016 - Proceedings. doi: 10.1109/SPMB.2016.7846867

  • Lopez, S., Gross, A., Yang, S., Golmohammadi, M., Obeid, I., & Picone, J. (2017). An analysis of two common reference points for EEGS. 2016 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2016 - Proceedings. doi: 10.1109/SPMB.2016.7846854

  • Torbati, A.H.H.N. & Picone, J. (2017). A nonparametric Bayesian approach for automatic discovery of a lexicon and acoustic units. 2016 IEEE Workshop on Spoken Language Technology, SLT 2016 - Proceedings, pp. 71-75. doi: 10.1109/SLT.2016.7846247

  • Ward, C., Picone, J., & Obeid, I. (2016). Applications of UBMs and I-vectors in EEG subject verification. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2016-October, pp. 748-751. doi: 10.1109/EMBC.2016.7590810

  • Saleheen, F., Wang, Z., Moser, W., Oleksyuk, V., Picone, J., & Won, C.H. (2016). Effectiveness of virtual open laboratory teaching assistant for circuits laboratories. ASEE Annual Conference and Exposition, Conference Proceedings, 2016-June.

  • Harati, A., Golmohammadi, M., Lopez, S., Obeid, I., & Picone, J. (2016). Improved EEG event classification using differential energy. 2015 IEEE Signal Processing in Medicine and Biology Symposium - Proceedings. doi: 10.1109/SPMB.2015.7405421

  • Lopez, S., Suarez, G., Jungreis, D., Obeid, I., & Picone, J. (2016). Automated identification of abnormal adult EEGs. 2015 IEEE Signal Processing in Medicine and Biology Symposium - Proceedings. doi: 10.1109/SPMB.2015.7405423

  • Trejo, D., Obeid, I., & Picone, J. (2016). Affordable supercomputing using open source software. 2015 IEEE Signal Processing in Medicine and Biology Symposium - Proceedings. doi: 10.1109/SPMB.2015.7405431

  • Moura, A., Lopez, S., Obeid, I., & Picone, J. (2016). A comparison of feature extraction methods for EEG signals. 2015 IEEE Signal Processing in Medicine and Biology Symposium - Proceedings. doi: 10.1109/SPMB.2015.7405430

  • Torbati, A. & Picone, J. (2016). A nonparametric Bayesian approach for spoken term detection by example query. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 08-12-September-2016, pp. 928-932. doi: 10.21437/Interspeech.2016-315

  • Obeid, I. & Picone, J. (2016). The temple university hospital EEG data corpus. Frontiers in Neuroscience, 10(MAY). doi: 10.3389/fnins.2016.00196

  • Torbati, A. & Picone, J. (2016). A doubly hierarchical dirichlet process Hidden Markov Model with a non-ergodic structure. IEEE/ACM Transactions on Audio Speech and Language Processing, 24(1), pp. 174-184. doi: 10.1109/TASLP.2015.2500732

  • Alphonso, I. & Picone, J. (2015). Network training for continuous speech recognition. European Signal Processing Conference, 06-10-September-2004, pp. 565-568.

  • Parihar, N., Picone, J., Pearce, D., & Hirsch, H.G. (2015). Performance analysis of the Aurora large vocabulary baseline system. European Signal Processing Conference, 06-10-September-2004, pp. 553-556.

  • Harati, A., Lopez, S., Obeid, I., Picone, J., Jacobson, M.P., & Tobochnik, S. (2015). The TUH EEG CORPUS: A big data resource for automated EEG interpretation. 2014 IEEE Signal Processing in Medicine and Biology Symposium, IEEE SPMB 2014 - Proceedings. doi: 10.1109/SPMB.2014.7002953

  • Steinberg, J., Harati, A., & Picone, J. (2015). A comparative analysis of bayesian nonparametric inference algorithms for acoustic modeling in speech recognition. Lecture Notes in Electrical Engineering, 313, pp. 461-466. doi: 10.1007/978-3-319-06773-5_61

  • Torbati, A. & Picone, J. (2014). Predicting search term reliability for spoken term detection systems. International Journal of Speech Technology, 17(1), pp. 1-9. doi: 10.1007/s10772-013-9197-1

  • Ma, T., Srinivasan, S., Lazarou, G., & Picone, J. (2014). Continuous speech recognition using linear dynamic models. International Journal of Speech Technology, 17(1), pp. 11-16. doi: 10.1007/s10772-013-9200-x

  • Srinivasan, S., Ma, T., Lazarou, G., & Picone, J. (2014). A nonlinear autoregressive model for speaker verification. International Journal of Speech Technology, 17(1), pp. 17-25. doi: 10.1007/s10772-013-9201-9

  • Sahu, A., Saleheen, F., Oleksyuk, V., McGoverin, C., Pleshko, N., Torbati, A., Picone, J., Sorenmo, K., & Won, C.H. (2014). Characterization of mammary tumors using noninvasive tactile and hyperspectral sensors. IEEE Sensors Journal, 14(10), pp. 3337-3344. doi: 10.1109/JSEN.2014.2323215

  • Torbati, A., Picone, J., & Sobel, M. (2014). A left-to-right HDP-HMM with HDPM emissions. 2014 48th Annual Conference on Information Sciences and Systems, CISS 2014. doi: 10.1109/CISS.2014.6814172

  • Parker, D., Picone, J., Harati, A., Lu, S., Jenkyns, M.H., & Polgreen, P.M. (2013). Detecting paroxysmal coughing from pertussis cases using voice recognition technology. PLoS ONE, 8(12). doi: 10.1371/journal.pone.0082971

  • Harati, A., Choi, S., Tabrizi, M., Obeid, I., Picone, J., & Jacobson, M.P. (2013). The Temple University Hospital EEG corpus. 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings, pp. 29-32. doi: 10.1109/GlobalSIP.2013.6736803

  • Torbati, A.H.H.N. & Picone, J. (2013). Assessing search term strength in spoken term detection. 2013 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2013, pp. 114-117. doi: 10.1109/CogSIMA.2013.6523832

  • Lu, S., Picone, J., & Kong, S. (2013). Fingerspelling alphabet recognition using a two-level hidden Markov model. Proceedings of the 2013 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2013, 2, pp. 538-543.

  • Torbati, A.H.H.N., Picone, J., & Sobel, M. (2013). Speech acoustic unit segmentation using hierarchical dirichlet processes. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 637-641.

  • Torbati, A.H.H.N., Picone, J., & Sobel, M. (2012). Applications of dirichlet process mixtures to speaker adaptation. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 4321-4324. doi: 10.1109/ICASSP.2012.6288875

  • Torbati, A.H.H.N., Picone, J., Sobel, M., & IEEE (2012). APPLICATIONS OF DIRICHLET PROCESS MIXTURES TO SPEAKER ADAPTATION. 2012 IEEE INTERNATIONAL CONFERENCE on ACOUSTICS, SPEECH and SIGNAL PROCESSING (ICASSP), pp. 4321-4324. Retrieved from http://gateway.webofknowledge.com/

  • Srinivasan, S., Ma, T., May, D., Lazarou, G., & Picone, J. (2009). Nonlinear statistical modeling of speech. AIP Conference Proceedings, 1193, pp. 429-436. doi: 10.1063/1.3275645

  • Crocker, M., Lazarou, G.Y., Baca, J., & Picone, J. (2009). A bandwidth determination method for ipv6-based networks. International Journal of Computers and Applications, 31(2), pp. 109-118. doi: 10.2316/Journal.202.2009.2.202-2388

  • Srinivasan, S., Ma, T., May, D., Lazarou, G., & Picone, J. (2008). Nonlinear mixture autoregressive hidden markov models for speech recognition. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 960-963.

  • Lazarou, G.Y., Li, J., & Picone, J. (2007). A cluster-based power-efficient MAC scheme for event-driven sensing applications. Ad Hoc Networks, 5(7), pp. 1017-1030. doi: 10.1016/j.adhoc.2006.05.001

  • Greeley, H.P., Berg, J., Friets, E., Wilson, J., Greenough, G., Picone, J., Whitmore, J., & Nesthus, T. (2007). Fatigue estimation using voice analysis. Behavior Research Methods, 39(3), pp. 610-619. doi: 10.3758/BF03193033

  • Picone, J., Ganapathiraju, A., & Hamaker, J. (2006). Applications of kernel theory to speech recognition. In Kernel Methods in Bioengineering, Signal and Image Processing (pp. 224-244). doi: 10.4018/978-1-59904-042-4.ch009

  • Liu, M., Stanley, T., Baca, J., & Picone, J. (2006). Robust architecture for human language technology. Conference Proceedings - IEEE SOUTHEASTCON, 2006, pp. 196-199. doi: 10.1109/second.2006.1629349

  • Raghavan, S., Lazarou, G., & Picone, J. (2006). Speaker verification using support vector machines. Conference Proceedings - IEEE SOUTHEASTCON, 2006, pp. 188-191. doi: 10.1109/second.2006.1629347

  • Patil, S., Srinivasan, S., Prasad, S., Irwin, R., Lazarou, G., & Picone, J. (2006). Sequential state-space filters for speech enhancement. Conference Proceedings - IEEE SOUTHEASTCON, 2006, pp. 240-243. doi: 10.1109/second.2006.1629357

  • Srinivasan, S., Prasad, S., Patil, S., Lazarou, G., & Picone, J. (2006). Estimation of Lyapunov spectra from a time series. Conference Proceedings - IEEE SOUTHEASTCON, 2006, pp. 192-195. doi: 10.1109/second.2006.1629348

  • Prasad, S., Srinivasan, S., Pannuri, M., Lazarou, G., & Picone, J. (2006). Nonlinear dynamical invariants for speech recognition. INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP, 5, pp. 2518-2521.

  • Stanley, T., Baca, J., Miao, L., & Picone, J. (2006). A distributed prototyping environment for human language technology. Sixth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, pp. 594-599. doi: 10.1109/ISSPIT.2006.270870

  • Holland, W., May, D., Baca, J., Lazarou, G., & Picone, J. (2006). A unified language model architecture for Web-based speech recognition grammars. Sixth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, pp. 294-299. doi: 10.1109/ISSPIT.2006.270814

  • Greeley, H.P., Friets, E., Wilson, J.P., Raghavan, S., Picone, J., & Berg, J. (2006). Detecting fatigue from voice using speech recognition. Sixth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, pp. 567-571. doi: 10.1109/ISSPIT.2006.270865

  • Gao, W., Neema, S., Gray, J., Picone, J., Porandla, S., Musunuri, S., & Mathews, J. (2005). Hybrid powertrain design using a domain-specific modeling environment. 2005 IEEE Vehicle Power and Propulsion Conference, VPPC, 2005, pp. 6-12. doi: 10.1109/VPPC.2005.1554524

  • Baca, J. & Picone, J. (2005). Effects of displayless navigational interfaces on user prosodics. Speech Communication, 45(2), pp. 187-202. doi: 10.1016/j.specom.2004.09.006

  • Gao, H., Duncan, R., Baca, J.A., & Picone, J. (2004). Signal processing tools for speech recognition. Proceedings of the Third IASTED International Conference on Communications, Internet, and Information Technology, pp. 543-547.

  • Jenkins, W., Lewis, R., Lazarou, G., Picone, J., & Rowland, Z. (2004). Real-time vehicle performance monitoring using wireless networking. Proceedings of the Third IASTED International Conference on Communications, Internet, and Information Technology, pp. 375-380.

  • Imbiriba, T., Klautau, A., Parihar, N., Raghavan, S., & Picone, J. (2004). GMM and kernel-based speaker recognition with the ISIP toolkit. Machine Learning for Signal Processing XIV - Proceedings of the 2004 IEEE Signal Processing Society Workshop, pp. 371-380.

  • Sundaram, R. & Picone, J. (2004). Effects on transcription errors on supervised learning in speech recognition. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1.

  • Ganapathiraju, A., Hamaker, J.E., & Picone, J. (2004). Applications of support vector machines to speech recognition. IEEE Transactions on Signal Processing, 52(8), pp. 2348-2355. doi: 10.1109/TSP.2004.831018

  • Parihar, N. & Picone, J. (2003). Analysis of the aurora large vocabulary evaluations. EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology, pp. 337-340.

  • Baca, J.A., Zheng, F., Gao, H., & Picone, J. (2003). Dialog Systems for Automotive Environments. EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology, pp. 1929-1932.

  • Huang, K. & Picone, J. (2002). Internet-accessible speech recognition technology. Midwest Symposium on Circuits and Systems, 3.

  • Hamaker, J.E., Picone, J., & Ganapathiraju, A. (2002). A sparse modeling approach to speech recognition based on relevance vector machines. 7th International Conference on Spoken Language Processing, ICSLP 2002, pp. 1001-1004.

  • Ganapathiraju, A., Hamaker, J., Picone, J., Ordowski, M., & Doddington, G.R. (2001). Syllable-based large vocabulary continuous speech recognition. IEEE Transactions on Speech and Audio Processing, 9(4), pp. 358-366. doi: 10.1109/89.917681

  • Jelinek, B., Zheng, F., Parihar, N., Hamaker, J., & Picone, J. (2001). Generalized hierarchical search in the ISIP ASR system. Conference Record of the Asilomar Conference on Signals, Systems and Computers, 2, pp. 1553-1556. doi: 10.1109/acssc.2001.987747

  • Byrne, W., Beyerlein, P., Huerta, J.M., Khudanpur, S., Marthi, B., Morgan, J., Peterek, N., Picone, J., Vergyri, D., & Wang, T. (2000). Towards language independent acoustic modeling. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2, pp. 1029-1032. doi: 10.1109/ICASSP.2000.859138

  • Ganapathiraju, A. & Picone, J. (2000). Support vector machines for automatic data cleanup. 6th International Conference on Spoken Language Processing, ICSLP 2000.

  • Ganapathiraju, A., Hamaker, J., & Picone, J. (2000). Hybrid SVM/HMM architectures for speech recognition. 6th International Conference on Spoken Language Processing, ICSLP 2000.

  • Picone, J. (1999). Kanji-to-Hiragana Conversion Based on a Length-Constrained N-Gram Analysis. IEEE Transactions on Speech and Audio Processing, 7(6), pp. 685-695. doi: 10.1109/89.799694

  • Picone, J. (1999). Untitled. IEEE SIGNAL PROCESSING MAGAZINE, 16(5), pp. 63-63. doi: 10.1109/MSP.1999.790983

  • Rudis, V.A., Thill, R.E., Gramann, J.H., Picone, J., Kalidindi, N., & Tappe, P.A. (1999). Understory structure by season following uneven-aged reproduction cutting: A comparison of selected measures 2 and 6 years after treatment. Forest Ecology and Management, 114(2-3), pp. 309-320. doi: 10.1016/S0378-1127(98)00361-2

  • Picone, J., Pike, S., Regan, R., Kamm, T., Bridle, J., Deng, L., Ma, Z., Richards, H., & Schuster, M. (1999). Initial evaluation of hidden dynamic models on conversational speech. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. 109-112. doi: 10.1109/icassp.1999.758074

  • Deshmukh, N., Ganapathiraju, A., & Picone, J. (1999). Hierarchical search for large-vocabulary conversational speech recognition. IEEE Signal Processing Magazine, 16(5), pp. 84-107. doi: 10.1109/79.790985

  • Duncan, R. & Picone, J. (1999). A Unix-based speech data collection platform. Conference Proceedings - IEEE SOUTHEASTCON, 1999-March, pp. 29-31B. doi: 10.1109/SECON.1999.766084

  • Mantha, V., Duncan, R., Wu, Y., Zhao, J., Ganapathiraju, A., & Picone, J. (1999). Implementation and analysis of speech recognition front-ends. Conference Proceedings - IEEE SOUTHEASTCON, 1999-March, pp. 32-35. doi: 10.1109/SECON.1999.766085

  • Zhang, X., Ramani, K., Long, Z., Zeng, Y., Ganapathiraju, A., & Picone, J. (1999). Scenic beauty estimation using independent component analysis and support vector machines. Conference Proceedings - IEEE SOUTHEASTCON, 1999-March, pp. 274-277. doi: 10.1109/SECON.1999.766139

  • Picone, J., Hamaker, J.E., Brown, R., Hansen, J., & Cole, R.A. (1999). Modern DSP education: The story of three Greek philosophers. IEEE Signal Processing Magazine, 16(5), pp. 48-56. doi: 10.1109/MSP.1999.790981

  • Balakrishnama, S., Ganapathiraju, A., & Picone, J. (1999). Linear discriminant analysis for signal processing problems. Conference Proceedings - IEEE SOUTHEASTCON, 1999-March, pp. 78-81. doi: 10.1109/SECON.1999.766096

  • Zhao, J., Hamaker, J., Deshmukh, N., Ganapathiraju, A., & Picone, J. (1999). Fast search algorithms for continuous speech recognition. Conference Proceedings - IEEE SOUTHEASTCON, 1999-March, pp. 36-39. doi: 10.1109/SECON.1999.766086

  • Hamaker, J., Ganapathiraju, A., Picone, J., & Godfrey, J.J. (1998). Advances in alphadigit recognition using syllables. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. 421-424. doi: 10.1109/ICASSP.1998.674457

  • Shaffer, J., Hamaker, J., & Picone, J. (1998). Visualization of signal processing concepts. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 3, pp. 1853-1856. doi: 10.1109/ICASSP.1998.681824

  • Ganapathiraju, A., Goel, V., Picone, J., Corrada, A., Doddington, G., Kirchhoff, K., Ordowski, M., & Wheatley, B. (1997). Syllable - a promising recognition unit for LVCSR. IEEE Workshop on Automatic Speech Recognition and Understanding Proceedings, pp. 207-214.

  • Deshmukh, N., Ngan, J., Hamaker, J., & Picone, J. (1997). Advanced system to generate pronunciations of proper nouns. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2, pp. 1467-1470.

  • Ngan, J. & Picone, J. (1997). Issues in generating pronunciation dictionaries for voice interfaces to spatial databases. Conference Proceedings - IEEE SOUTHEASTCON, pp. 97-99.

  • Godfrey, J.J., Ganapathiraju, A., Ramalingam, C.S., & Picone, J. (1997). Microsegment-based connected digit recognition. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 3, pp. 1755-1758.

  • Balducci, M., Ganapathiraju, A., Hamaker, J., Picone, J., Choudary, A., & Skjellum, A. (1997). Benchmarking of FFT algorithms. Conference Proceedings - IEEE SOUTHEASTCON, pp. 328-330.

  • Ganapathiraju, A. & Picone, J. (1997). Echo cancellation for evaluating speaker identification technology. Conference Proceedings - IEEE SOUTHEASTCON, pp. 100-102.

  • Kalidindi, N., Le, A., Picone, J., Zheng, L., Yaqin, H., & Rudis, V. (1997). Scenic beauty estimation of forestry images. Conference Proceedings - IEEE SOUTHEASTCON, pp. 337-339.

  • Deshmukh, N., Duncan, R.J., Ganapathiraju, A., & Picone, J. (1996). Benchmarking human performance for continuous speech recognition. International Conference on Spoken Language Processing, ICSLP, Proceedings, 4, pp. 2486-2489.

  • Deshmukh, N., Weber, M., & Picone, J. (1996). Automated generation of N-best pronunciations of proper nouns. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. 283-286.

  • PICONE, J. (1995). UNTITLED. IEEE SIGNAL PROCESSING MAGAZINE, 12(6), pp. 4-&. Retrieved from http://gateway.webofknowledge.com/

  • Picone, J., Ebel, W.J., & Deshmukh, N. (1995). Automated speech understanding: The next generation. Proceedings of SPIE - the International Society for Optical Engineering, 10279, pp. 101-114. doi: 10.1117/12.204212

  • Muthusamy, Y., Holliman, E., Wheatley, B., Picone, J., & Godfrey, J. (1995). Voice across Hispanic America: a telephone speech corpus of American Spanish. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. 85-88.

  • Deshmukh, N., Picone, J., & Kao, Y.H. (1995). Efficient search strategies in hierarchical pattern recognition systems. Proceedings of the 27th Southeastern Symposium on System Theory, SSST 1995, pp. 88-91. doi: 10.1109/SSST.1995.390612

  • Deshmukh, N. & Picone, J. (1995). Methodologies for language modeling and search in continuous speech recognition. Conference Proceedings - IEEE SOUTHEASTCON, pp. 192-198.

  • Staples, T., Picone, J., & Arai, N. (1994). The voice across Japan database - The Japanese language contribution to polyphone. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. I89-I92. doi: 10.1109/ICASSP.1994.389348

  • Kondo, K., Picone, J., & Wheatley, B. (1994). A comparative analysis of Japanese and english digit recognition. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. I101-I104. doi: 10.1109/ICASSP.1994.389345

  • Picone, J. (1993). Managing software complexity in signal processing research. Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, 3.

  • Picone, J.W. (1993). Signal Modeling Techniques in Speech Recognition. Proceedings of the IEEE, 81(9), pp. 1215-1247. doi: 10.1109/5.237532

  • Andrews, M.S., DeGroat, R.D., & Picone, J. (1991). A high performance MUSIC based pitch detector. Conference Record - Asilomar Conference on Circuits, Systems & Computers, 2, pp. 669-673.

  • Picone, J., Wheatley, B., & Lewis, R. (1991). The hand-held, voice-controlled terminal: medical information interface of the future. Computers in Healthcare, 12(8).

  • Wheatley, B. & Picone, J. (1991). Voice across America: Toward robust speaker-independent speech recognition for telecommunications applications. Digital Signal Processing, 1(2), pp. 45-63. doi: 10.1016/1051-2004(91)90095-3

  • Andrews, M.S., Picone, J., & Degroat, R.D. (1990). Robust pitch determination via SVD based cepstral methods. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. 253-256.

  • Picone, J. (1990). The demographics of speaker independent digit recognition. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. 105-108.

  • Picone, J., Doddington, G.R., & Pallett, D.S. (1990). Phone-Mediated Word Alignment for Speech Recognition Evaluation. IEEE Transactions on Acoustics, Speech, and Signal Processing, 38(3), pp. 559-562. doi: 10.1109/29.106877

  • Picone, J. (1990). Duration in context clustering for speech recognition. Speech Communication, 9(2), pp. 119-128. doi: 10.1016/0167-6393(90)90065-H

  • Picone, J. (1990). Continuous Speech Recognition Using Hidden Markov Models. IEEE ASSP Magazine, 7(3), pp. 26-41. doi: 10.1109/53.54527

  • Picone, J. & Doddington, G.R. (1989). Phonetic vocoder. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. 580-583.

  • Hemphill, C. & Picone, J. (1989). Speech recognition in a unification grammar framework. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2, pp. 723-726.

  • Picone, J. (1989). On modeling duration in context in speech recognition. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, pp. 421-424.

  • Andrews, M.S., DeGroat, R.M., & Picone, J. (1989). Robust cepstral based pitch determination. Conference Record - Asilomar Conference on Circuits, Systems & Computers, 2, pp. 744-748. doi: 10.1109/acssc.1989.1200997

  • Sukkar, R.A., LoCicero, J.L., & Picone, J.W. (1989). Decomposition of the LPC Excitation Using the Zinc Basis Functions. IEEE Transactions on Acoustics, Speech, and Signal Processing, 37(9), pp. 1329-1341. doi: 10.1109/29.31288

  • Sukkar, R.A., LoCicero, J.L., & Picone, J.W. (1988). LPC excitation based on zinc function decomposition., pp. 285-289.

  • Picone, J., Prezas, D.P., Hartwell, W.T., & Locicero, J.L. (1988). Spectrum estimation using an analytic signal representation. Signal Processing, 15(2), pp. 169-182. doi: 10.1016/0165-1684(88)90068-0

  • Sukkar, R.A., Locicero, J.L., & Picone, J.W. (1988). Design and Implementation of a Robust Pitch Detector Based on a Parallel Processing Technique. IEEE Journal on Selected Areas in Communications, 6(2), pp. 441-451. doi: 10.1109/49.619

  • Picone, J., Johnson, M.A., & Hartwell, W.T. (1988). ENHANCING THE PERFORMANCE OF SPEECH RECOGNITION WITH ECHO CANCELLATION. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 529-532.

  • Picone, J., Doddington, G.R., & Secrest, B.G. (1987). ROBUST PITCH DETECTION IN A NOISY TELEPHONE ENVIRONMENT. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 1442-1445.

  • Picone, J. & Doddington, G.R. (1987). LOW RATE SPEECH CODING USING CONTOUR QUANTIZATION. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 1653-1656.

  • Bronson, E.C., Carlone, D.A., Kleijn, W.B., O'Dell, K.M., Picone, J., & Thomson, D.L. (1987). HARMONIC CODING OF SPEECH AT 4. 8 KB/S. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 2213-2216.

  • Rajasekaran, P.K., Doddington, G.R., & Picone, J.W. (1986). RECOGNITION OF SPEECH UNDER STRESS AND IN NOISE. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 733-736.

  • Picone, J., Prezas, D.P., Hartwell, W.T., & LoCicero, J.L. (1986). MULTI-PULSE LPC USING ANALYTIC SIGNALS., pp. 787-791.

  • Picone, J. (1986). RECENT TRENDS IN DIGITAL SPEECH CODING. Proceedings of the National Electronics Conference, 40(2), pp. 691-696.

  • Prezas, D.P., Picone, J., & Thomson, D.L. (1986). FAST AND ACCURATE PITCH DETECTION USING PATTERN RECOGNITION AND ADAPTIVE TIME-DOMAIN ANALYSIS. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 109-112.

  • Picone, J., Prezas, D.P., Hartwell, W.T., & Locicero, J.L. (1986). The stepdown procedure for complex predictor coefficients. IEEE Transactions on Acoustics, Speech, and Signal Processing, 34(4), pp. 1010-1011. doi: 10.1109/TASSP.1986.1164876

  • Picone, J., Goudie-Marshall, K.M., Doddington, G.R., & Fisher, W. (1986). Automatic text alignment for speech system evaluation. IEEE Transactions on Acoustics, Speech, and Signal Processing, 34(4), pp. 780-784. doi: 10.1109/TASSP.1986.1164912

  • Picone, J., Prezas, D.P., Hartwell, W.T., & Locicero, J.L. (1986). Joint estimation of the LPC parameters and the multi-pulse excitation. Speech Communication, 5(3-4), pp. 253-260. doi: 10.1016/0167-6393(86)90012-9

  • Goudie-Marshall, K.M., Picone, J.W., & Fisher, W.M. (1985). PHONETIC STRING ALIGNMENT. IEEE Region 5 Conference, pp. 11-14.

  • Picone, J.W. & Locicero, J.L. (1982). An Application of the Barrett-Lampard Expansion to Obtain the Slope Characteristics of a Speech Signal. IEEE Transactions on Communications, 30(5), pp. 1259-1262. doi: 10.1109/TCOM.1982.1095576