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ORCIDNikko Strom
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- affiliation: Amazon Inc.
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2020 – today
- 2022
[c21]Nikko Strom, Haidar Khan, Wael Hamza:
Squashed Weight Distribution for Low Bit Quantization of Deep Models. INTERSPEECH 2022: 3953-3957- [c20]Lu Zeng
, Sree Hari Krishnan Parthasarathi, Yuzong Liu, Alex Escott, Santosh Cheekatmalla, Nikko Strom, Shiv Vitaladevuni:
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets. TSD 2022: 364-376 - [i9]Lu Zeng, Sree Hari Krishnan Parthasarathi, Yuzong Liu, Alex Escott, Santosh Cheekatmalla, Nikko Strom, Shiv Vitaladevuni:
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets. CoRR abs/2207.06920 (2022) - 2021
- [c19]Anish Acharya, Suranjit Adhikari, Sanchit Agarwal, Vincent Auvray, Nehal Belgamwar, Arijit Biswas, Shubhra Chandra, Tagyoung Chung, Maryam Fazel-Zarandi, Raefer Gabriel, Shuyang Gao, Rahul Goel, Dilek Hakkani-Tür, Jan Jezabek, Abhay Jha, Jiun-Yu Kao, Prakash Krishnan, Peter Ku, Anuj Goyal, Chien-Wei Lin, Qing Liu, Arindam Mandal, Angeliki Metallinou, Vishal Ishwar Naik, Yi Pan, Shachi Paul, Vittorio Perera, Abhishek Sethi, Minmin Shen, Nikko Strom, Eddie Wang:
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems. NAACL-HLT (Demonstrations) 2021: 125-132 - [i8]Anish Acharya, Suranjit Adhikari, Sanchit Agarwal, Vincent Auvray, Nehal Belgamwar, Arijit Biswas, Shubhra Chandra, Tagyoung Chung, Maryam Fazel-Zarandi, Raefer Gabriel, Shuyang Gao, Rahul Goel, Dilek Hakkani-Tür, Jan Jezabek, Abhay Jha, Jiun-Yu Kao, Prakash Krishnan, Peter Ku, Anuj Goyal, Chien-Wei Lin, Qing Liu, Arindam Mandal, Angeliki Metallinou, Vishal Ishwar Naik, Yi Pan, Shachi Paul, Vittorio Perera, Abhishek Sethi, Minmin Shen, Nikko Strom, Eddie Wang:
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems. CoRR abs/2104.09088 (2021)
2010 – 2019
- 2019
- [j1]Sree Hari Krishnan Parthasarathi, Nitin Sivakrishnan, Pranav Ladkat, Nikko Strom:
Realizing Petabyte Scale Acoustic Modeling. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(2): 422-432 (2019) - [c18]Ken'ichi Kumatani, Minhua Wu, Shiva Sundaram, Nikko Ström, Björn Hoffmeister:
Multi-geometry Spatial Acoustic Modeling for Distant Speech Recognition. ICASSP 2019: 6635-6639 - [c17]Minhua Wu, Ken'ichi Kumatani, Shiva Sundaram, Nikko Ström, Björn Hoffmeister:
Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition. ICASSP 2019: 6640-6644 - [c16]Sree Hari Krishnan Parthasarathi, Nikko Strom:
Lessons from Building Acoustic Models with a Million Hours of Speech. ICASSP 2019: 6670-6674 - [c15]Pranav Ladkat, Oleg Rybakov, Radhika Arava, Sree Hari Krishnan Parthasarathi, I-Fan Chen, Nikko Strom:
Two Tiered Distributed Training Algorithm for Acoustic Modeling. INTERSPEECH 2019: 1626-1630 - [i7]Minhua Wu, Ken'ichi Kumatani, Shiva Sundaram, Nikko Strom, Björn Hoffmeister:
Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition. CoRR abs/1903.05299 (2019) - [i6]Ken'ichi Kumatani, Minhua Wu, Shiva Sundaram, Nikko Strom, Björn Hoffmeister:
Multi-Geometry Spatial Acoustic Modeling for Distant Speech Recognition. CoRR abs/1903.06539 (2019) - [i5]Sree Hari Krishnan Parthasarathi, Nikko Strom:
Lessons from Building Acoustic Models with a Million Hours of Speech. CoRR abs/1904.01624 (2019) - [i4]Sree Hari Krishnan Parthasarathi, Nitin Sivakrishnan, Pranav Ladkat, Nikko Strom:
Realizing Petabyte Scale Acoustic Modeling. CoRR abs/1904.10584 (2019) - 2018
- [c14]Jinxi Guo, Ken'ichi Kumatani, Ming Sun, Minhua Wu, Anirudh Raju, Nikko Strom, Arindam Mandal:
Time-Delayed Bottleneck Highway Networks Using a DFT Feature for Keyword Spotting. ICASSP 2018: 5489-5493 - [c13]Thomas Merritt, Bartosz Putrycz, Adam Nadolski, Tianjun Ye, Daniel Korzekwa, Wiktor Dolecki, Thomas Drugman, Viacheslav Klimkov, Alexis Moinet, Andrew Breen, Rafal Kuklinski, Nikko Strom, Roberto Barra-Chicote:
Comprehensive Evaluation of Statistical Speech Waveform Synthesis. SLT 2018: 325-331 - [i3]Anirudh Raju, Sankaran Panchapagesan, Xing Liu, Arindam Mandal, Nikko Strom:
Data Augmentation for Robust Keyword Spotting under Playback Interference. CoRR abs/1808.00563 (2018) - [i2]Thomas Merritt, Bartosz Putrycz, Adam Nadolski, Tianjun Ye, Daniel Korzekwa, Wiktor Dolecki, Thomas Drugman, Viacheslav Klimkov, Alexis Moinet, Andrew Breen, Rafal Kuklinski, Nikko Strom, Roberto Barra-Chicote:
Comprehensive evaluation of statistical speech waveform synthesis. CoRR abs/1811.06296 (2018) - 2017
- [c12]Ken'ichi Kumatani, Sankaran Panchapagesan, Minhua Wu, Minjae Kim, Nikko Strom, Gautam Tiwari, Arindam Mandal:
Direct modeling of raw audio with DNNS for wake word detection. ASRU 2017: 252-257 - [c11]Ming Sun, Andreas Schwarz, Minhua Wu, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni:
An Empirical Study of Cross-Lingual Transfer Learning Techniques for Small-Footprint Keyword Spotting. ICMLA 2017: 255-260 - [c10]Ming Sun, David Snyder, Yixin Gao, Varun K. Nagaraja, Mike Rodehorst, Sankaran Panchapagesan, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni:
Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting. INTERSPEECH 2017: 3607-3611 - [i1]Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni:
Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting. CoRR abs/1705.02411 (2017) - 2016
- [c9]Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni:
Max-pooling loss training of long short-term memory networks for small-footprint keyword spotting. SLT 2016: 474-480 - 2015
- [c8]Nikko Strom:
Scalable distributed DNN training using commodity GPU cloud computing. INTERSPEECH 2015: 1488-1492 - [c7]Sri Garimella, Arindam Mandal, Nikko Strom, Björn Hoffmeister, Spyros Matsoukas, Sree Hari Krishnan Parthasarathi:
Robust i-vector based adaptation of DNN acoustic model for speech recognition. INTERSPEECH 2015: 2877-2881 - [c6]Sree Hari Krishnan Parthasarathi, Björn Hoffmeister, Spyros Matsoukas, Arindam Mandal, Nikko Strom, Sri Garimella:
fMLLR based feature-space speaker adaptation of DNN acoustic models. INTERSPEECH 2015: 3630-3634
2000 – 2009
- 2000
- [c5]Nikko Ström, Stephanie Seneff:
Intelligent barge-in in conversational systems. INTERSPEECH 2000: 652-655
1990 – 1999
- 1997
- [c4]Nikko Ström:
Sparse connection and pruning in large dynamic artificial neural networks. EUROSPEECH 1997: 2807-2810 - 1996
- [c3]Nikko Ström:
Speaker adaptation by modeling the speaker variation in a continuous speech recognition system. ICSLP 1996: 989-992 - 1995
- [c2]J. Bertenstam, Mats Blomberg, Rolf Carlson, Kjell Elenius, Björn Granström, Joakim Gustafson, Sheri Hunnicutt, Jesper Högberg, Roger Lindell, Lennart Neovius, Lennart Nord, Antonio de Serpa-Leitao, Nikko Ström:
The waxholm application database. EUROSPEECH 1995: 833-836 - 1994
- [c1]Nikko Strom:
Experiments with a new algorithm for fast speaker adaptation. ICSLP 1994: 459-462
Coauthor Index
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