Research Interests

  • Machine Learning

Courses Taught

Number

Name

Level

ECE 1111

Engineering Computation I

Undergraduate

ECE 4527

Introduction to Machine Learning and Pattern Recognition

Undergraduate

ECE 8527

Introduction to Machine Learning and Pattern Recognition

Graduate

ENGR 2011

Engineering Analysis & Applications

Undergraduate

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.D.e.A., Maetschke, S., Khalaf, R., Rosen-Zvi, M., Stolovitzky, G., Harrer, S., & Consortium, I.E. (2021). Evaluation of artificial intelligence systems for assisting neurologists with fast and accurate annotations of scalp electroencephalography data. EBioMedicine, 66, p. 103275. Netherlands. 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 Trans Biomed Eng, 67(12), pp. 3521-3530. United States. 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

  • 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

  • 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

  • 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

  • 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

  • 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. Front Hum Neurosci, 13, p. 76. Switzerland. doi: 10.3389/fnhum.2019.00076

  • 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

  • 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.

  • 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. Front Neuroinform, 12, p. 83. Switzerland. doi: 10.3389/fninf.2018.00083

  • 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

  • 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

  • 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

  • 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

  • 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

  • Yang, S., López, S., Golmohammadi, M., Obeid, I., & Picone, J. (2016). SEMI-AUTOMATED ANNOTATION OF SIGNAL EVENTS IN CLINICAL EEG DATA. IEEE Signal Process Med Biol Symp, 2016. United States. doi: 10.1109/SPMB.2016.7846855

  • López, S., Gross, A., Yang, S., Golmohammadi, M., Obeid, I., & Picone, J. (2016). AN ANALYSIS OF TWO COMMON REFERENCE POINTS FOR EEGS. IEEE Signal Process Med Biol Symp, 2016. United States. doi: 10.1109/SPMB.2016.7846854

  • Ward, C., Picone, J., & Obeid, I. (2016). Applications of UBMs and I-vectors in EEG subject verification. Annu Int Conf IEEE Eng Med Biol Soc, 2016, pp. 748-751. United States. 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.

  • 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. Front Neurosci, 10, p. 196. Switzerland. 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

  • Harati, A., Golmohammadi, M., Lopez, S., Obeid, I., & Picone, J. (2015). Improved EEG Event Classification Using Differential Energy. IEEE Signal Process Med Biol Symp, 2015. United States. doi: 10.1109/SPMB.2015.7405421

  • López, S., Suarez, G., Jungreis, D., Obeid, I., & Picone, J. (2015). Automated Identification of Abnormal Adult EEGs. IEEE Signal Process Med Biol Symp, 2015. United States. doi: 10.1109/SPMB.2015.7405423

  • 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

  • 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.

  • 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), p. e82971. United States. doi: 10.1371/journal.pone.0082971

  • 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. Behav Res Methods, 39(3), pp. 610-619. United States. 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

  • 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

  • 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

  • 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

  • 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.

  • 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

  • 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

  • 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

  • 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.

  • 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.

  • 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

  • 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

  • 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

  • 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

  • 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.

  • 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.

  • 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

  • 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

  • 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. (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. Comput Healthc, 12(8), pp. 40-47. United States. Retrieved from https://www.ncbi.nlm.nih.gov/

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

  • 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

  • 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.

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

  • 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.

  • 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., 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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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

  • 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

  • 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