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Researcher · Indian Institute of Technology Madras · India

Srinivasan Umesh

Srinivasan Umesh publishes mostly in Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Speech Recognition and Synthesis, Speech and Audio Processing and Music and Audio Processing.

ORCID 0000-0002-5957-1444 OpenAlex
World rank
#4,781,948
of 7,710,434 ranked researchers
Rank in India
#127,385
of 280,097
Works
153
Citations
1.4k
Citations per work
8.9
h-index
19
i10-index 38Top 13% in Signal Processing
Srinivasan Umesh

What does Srinivasan Umesh research?

Srinivasan Umesh's work is mostly in Computer Science (87%), Engineering (2%), Psychology (2%).

Physical Sciences: 137 works · 89.3% of their workComputer Science: 133 works · 87.0% of their workSignal Processing: 69 works · 45.0% of their workArtificial Intelligence: 59 works · 38.7% of their workComputer Vision and Pattern Recognition: 5 works · 3.3% of their workEngineering: 4 works · 2.3% of their workElectrical and Electronic Engineering: 4 works · 2.3% of their workEverything else: 10 works · 6.8% of their workSocial Sciences: 4 works · 2.3% of their workPsychology: 4 works · 2.3% of their workExperimental and Cognitive Psychology: 4 works · 2.3% of their workHealth Sciences: 2 works · 1.6% of their workMedicine: 2 works · 1.6% of their workPhysiology: 2 works · 1.6% of their workTHEIR WORKSrinivasan Umesh153works
Physical Sciences89%Health Sciences2%Social Sciences2%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science13387.0%
    2. Engineering42.3%
  2. Everything else106.8%
    1. Psychology42.3%
    1. Medicine21.6%
  1. 1Signal Processing45% of their works
  2. 2Artificial Intelligence39% of their works
  3. 3Computer Vision and Pattern Recognition3% of their works
  4. 4Electrical and Electronic Engineering2% of their works
  5. 5Experimental and Cognitive Psychology2% of their works
  6. 6Physiology2% of their works

Research topics

Which keywords describe Srinivasan Umesh's research?

The keywords of their largest research topics: Convolutional Neural Networks, Deep Learning, Neural Networks, Acoustic Modeling, Deep Neural Networks, Audio-Visual Speech Recognition, Speech Enhancement and Audio Signal Classification.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 19 words, with their numbers
  1. Convolutional Neural Networks1912 topics
  2. Deep Learning1903 topics
  3. Neural Networks1233 topics
  4. Acoustic Modeling1161 topic
  5. Deep Neural Networks1161 topic
  6. Audio-Visual Speech Recognition1071 topic
  7. Speech Enhancement1071 topic
  8. Audio Signal Classification751 topic
  9. Music Information Retrieval751 topic
  10. Neural Machine Translation181 topic
  11. Statistical Machine Translation181 topic
  12. Markov Decision Processes91 topic
  13. Phonetics91 topic
  14. Speech Perception91 topic
  15. Spoken Dialogue Systems91 topic
  16. Backpropagation Learning81 topic
  17. Machine Translation81 topic
  18. Self-Organizing Maps81 topic
  19. Word Representation81 topic

Where does Srinivasan Umesh work?

Srinivasan Umesh's main affiliation in the publication record is Indian Institute of Technology Madras, India.

How many publications and citations does Srinivasan Umesh have?

OpenAlex counts 153 works and 1,357 citations for Srinivasan Umesh, an h-index of 19, ranking #4,781,948 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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