Nikko Strom

According to our database, Nikko Strom authored at least 23 papers between 1994 and 2022.

Collaborative distances:

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

2022

Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets.

Lu Zeng, Sree Hari Krishnan Parthasarathi, Yuzong Liu, Alex Escott, Santosh Cheekatmalla, Nikko Strom, Shiv Vitaladevuni

Proceedings of the Text, Speech, and Dialogue - 25th International Conference, 2022

Squashed Weight Distribution for Low Bit Quantization of Deep Models.

Nikko Strom, Haidar Khan, Wael Hamza

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems.

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

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

2019

Realizing Petabyte Scale Acoustic Modeling.

Sree Hari Krishnan Parthasarathi, Nitin Sivakrishnan, Pranav Ladkat, Nikko Strom

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Two Tiered Distributed Training Algorithm for Acoustic Modeling.

Pranav Ladkat, Oleg Rybakov, Radhika Arava, Sree Hari Krishnan Parthasarathi, I-Fan Chen, Nikko Strom

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

Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition.

Minhua Wu, Ken'ichi Kumatani, Shiva Sundaram, Nikko Ström, Björn Hoffmeister

Proceedings of the IEEE International Conference on Acoustics, 2019

Lessons from Building Acoustic Models with a Million Hours of Speech.

Sree Hari Krishnan Parthasarathi, Nikko Strom

Proceedings of the IEEE International Conference on Acoustics, 2019

Multi-geometry Spatial Acoustic Modeling for Distant Speech Recognition.

Ken'ichi Kumatani, Minhua Wu, Shiva Sundaram, Nikko Ström, Björn Hoffmeister

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Data Augmentation for Robust Keyword Spotting under Playback Interference.

Anirudh Raju, Sankaran Panchapagesan, Xing Liu, Arindam Mandal, Nikko Strom

CoRR, 2018

Comprehensive Evaluation of Statistical Speech Waveform Synthesis.

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

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Time-Delayed Bottleneck Highway Networks Using a DFT Feature for Keyword Spotting.

Jinxi Guo, Ken'ichi Kumatani, Ming Sun, Minhua Wu, Anirudh Raju, Nikko Strom, Arindam Mandal

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting.

Ming Sun, David Snyder, Yixin Gao, Varun K. Nagaraja, Mike Rodehorst, Sankaran Panchapagesan, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni

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

An Empirical Study of Cross-Lingual Transfer Learning Techniques for Small-Footprint Keyword Spotting.

Ming Sun, Andreas Schwarz, Minhua Wu, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Direct modeling of raw audio with DNNS for wake word detection.

Ken'ichi Kumatani, Sankaran Panchapagesan, Minhua Wu, Minjae Kim, Nikko Strom, Gautam Tiwari, Arindam Mandal

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016

Max-pooling loss training of long short-term memory networks for small-footprint keyword spotting.

Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

2015

Scalable distributed DNN training using commodity GPU cloud computing.

Nikko Strom

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

fMLLR based feature-space speaker adaptation of DNN acoustic models.

Sree Hari Krishnan Parthasarathi, Björn Hoffmeister, Spyros Matsoukas, Arindam Mandal, Nikko Strom, Sri Garimella

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Robust i-vector based adaptation of DNN acoustic model for speech recognition.

Sri Garimella, Arindam Mandal, Nikko Strom, Björn Hoffmeister, Spyros Matsoukas, Sree Hari Krishnan Parthasarathi

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2000

Intelligent barge-in in conversational systems.

Nikko Ström, Stephanie Seneff

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1997

Sparse connection and pruning in large dynamic artificial neural networks.

Nikko Ström

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

1996

Speaker adaptation by modeling the speaker variation in a continuous speech recognition system.

Nikko Ström

Proceedings of the 4th International Conference on Spoken Language Processing, 1996

1995

The waxholm application database.

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

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

1994

Experiments with a new algorithm for fast speaker adaptation.

Nikko Strom

Proceedings of the 3rd International Conference on Spoken Language Processing, 1994