Nikko Ström

1.3k total citations · 1 hit paper
22 papers, 679 citations indexed

About

Nikko Ström is a scholar working on Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition. According to data from OpenAlex, Nikko Ström has authored 22 papers receiving a total of 679 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Artificial Intelligence, 14 papers in Signal Processing and 2 papers in Computer Vision and Pattern Recognition. Recurrent topics in Nikko Ström's work include Speech Recognition and Synthesis (17 papers), Speech and Audio Processing (13 papers) and Music and Audio Processing (9 papers). Nikko Ström is often cited by papers focused on Speech Recognition and Synthesis (17 papers), Speech and Audio Processing (13 papers) and Music and Audio Processing (9 papers). Nikko Ström collaborates with scholars based in Sweden and United States. Nikko Ström's co-authors include Spyros Matsoukas, Björn Hoffmeister, Minhua Wu, Kenichi Kumatani, Sankaran Panchapagesan, Ming Sun, Stephanie Seneff, Sree Hari Krishnan Parthasarathi, Arindam Mandal and Shiv Vitaladevuni and has published in prestigious journals such as arXiv (Cornell University), Interspeech 2022 and Medical Entomology and Zoology.

In The Last Decade

Nikko Ström

21 papers receiving 562 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Scalable distributed DNN training using commodity GPU cloud computing

2015 306 citations Nikko Ström profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Nikko Ström Sweden	12	588	261	156	75	72	22	679
M. Padmanabhan United States	18	749 1.3×	589 2.3×	155 1.0×	75 1.0×	22 0.3×	61	947
K.-F. Lee United States	9	1.1k 1.8×	895 3.4×	201 1.3×	25 0.3×	31 0.4×	11	1.2k
Andros Tjandra Japan	16	712 1.2×	387 1.5×	132 0.8×	28 0.4×	16 0.2×	39	923
Ehsan Variani United States	11	939 1.6×	884 3.4×	83 0.5×	32 0.4×	28 0.4×	22	1.1k
Mosur Ravishankar United States	10	319 0.5×	170 0.7×	112 0.7×	40 0.5×	148 2.1×	18	578
Ashish Verma India	13	338 0.6×	239 0.9×	151 1.0×	28 0.4×	43 0.6×	69	563
Jonathan G. Fiscus United States	13	765 1.3×	655 2.5×	205 1.3×	34 0.5×	30 0.4×	33	1.1k
Chris Bartels United States	13	358 0.6×	396 1.5×	94 0.6×	127 1.7×	31 0.4×	36	633
Mohammad Mehdi Homayounpour Iran	12	353 0.6×	271 1.0×	73 0.5×	34 0.5×	39 0.5×	79	532
Eugene Weinstein United States	12	389 0.7×	326 1.2×	86 0.6×	26 0.3×	9 0.1×	24	531

Countries citing papers authored by Nikko Ström

Since Specialization

Citations

This map shows the geographic impact of Nikko Ström's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nikko Ström with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nikko Ström more than expected).

Fields of papers citing papers by Nikko Ström

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nikko Ström. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nikko Ström. The network helps show where Nikko Ström may publish in the future.

Co-authorship network of co-authors of Nikko Ström

This figure shows the co-authorship network connecting the top 25 collaborators of Nikko Ström. A scholar is included among the top collaborators of Nikko Ström based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Nikko Ström. Nikko Ström is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Wu, Minhua, Kenichi Kumatani, Shiva Sundaram, Nikko Ström, & Björn Hoffmeister. (2019). Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition. arXiv (Cornell University). 6640–6644. 25 indexed citations

2.

Parthasarathi, Sree Hari Krishnan, et al.. (2019). Two Tiered Distributed Training Algorithm for Acoustic Modeling. 1626–1630. 1 indexed citations

3.

Guo, Jinxi, et al.. (2018). Time-Delayed Bottleneck Highway Networks Using a DFT Feature for Keyword Spotting. 5489–5493. 27 indexed citations

4.

Sun, Ming, David Snyder, Yixin Gao, et al.. (2017). Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting. 3607–3611. 71 indexed citations

5.

Sun, Ming, et al.. (2017). An Empirical Study of Cross-Lingual Transfer Learning Techniques for Small-Footprint Keyword Spotting. 7. 255–260. 5 indexed citations

6.

Kumatani, Kenichi, et al.. (2017). Direct modeling of raw audio with DNNS for wake word detection. 252–257. 34 indexed citations

7.

Ström, Nikko. (2015). Scalable distributed DNN training using commodity GPU cloud computing. 1488–1492. 306 indexed citations breakdown →

8.

Mandal, Arindam, et al.. (2015). Robust i-vector based adaptation of DNN acoustic model for speech recognition. 2877–2881. 32 indexed citations

9.

Parthasarathi, Sree Hari Krishnan, et al.. (2015). fMLLR based feature-space speaker adaptation of DNN acoustic models. 3630–3634. 27 indexed citations

10.

Ström, Nikko. (2007). Continuous speech recognition in the WAXHOLM dialogue system. 1 indexed citations

11.

Ström, Nikko. (2002). A tonotopic artificial neural network architecture for phoneme probability estimation. 1. 156–163. 3 indexed citations

12.

Ström, Nikko. (2002). Speaker adaptation by modeling the speaker variation in a continuous speech recognition system. 2. 989–992. 10 indexed citations

13.

Beskow, Jonas, Rolf Carlson, Kjell Elenius, et al.. (2002). The Waxholm system - a progress report. 12 indexed citations

14.

Ström, Nikko & Stephanie Seneff. (2000). Intelligent barge-in in conversational systems. vol. 2, 652–655. 25 indexed citations

15.

Ström, Nikko, Lee Hetherington, & Timothy J. Hazen. (1999). ACOUSTIC MODELING IMPROVEMENTS IN A SEGMENT-BASED SPEECH RECOGNIZER. 16 indexed citations

16.

Ström, Nikko. (1997). Sparse connection and pruning in large dynamic artificial neural networks. 2807–2810. 16 indexed citations

17.

Ström, Nikko. (1996). Speaker adaptation by modeling the speaker variation in a continuous speech recognition system. 4th International Conference on Spoken Language Processing (ICSLP 1996). 989–992. 2 indexed citations

18.

Carlson, Rolf, Kjell Elenius, Björn Granström, et al.. (1995). Spoken dialogue data collected in the Waxholm project. 50–73. 10 indexed citations

19.

Blomberg, Mats, Rolf Carlson, Kjell Elenius, et al.. (1995). The waxholm application database. 833–836. 11 indexed citations

20.

Ström, Nikko. (1994). Experiments with a new algorithm for fast speaker adaptation. 459–462. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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