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Researcher · Amazon (United States) · United States

Ariya Rastrow

Ariya Rastrow publishes mostly in Artificial Intelligence, Signal Processing and Experimental and Cognitive Psychology, on topics such as Speech Recognition and Synthesis, Natural Language Processing Techniques and Speech and Audio Processing.

OpenAlex
World rank
#2,009,123
of 7,710,434 ranked researchers
Rank in United States
#609,681
of 1,627,098
Works
130
Citations
1.5k
Citations per work
11.8
h-index
17
i10-index 30Top 18% in Artificial Intelligence
Ariya Rastrow

What does Ariya Rastrow research?

Ariya Rastrow's work is mostly in Computer Science (95%), Psychology (3%), Neuroscience (0%).

Physical Sciences: 123 works · 94.8% of their workComputer Science: 123 works · 94.8% of their workArtificial Intelligence: 90 works · 68.9% of their workSignal Processing: 31 works · 24.2% of their workComputer Vision and Pattern Recognition: 2 works · 1.7% of their workSocial Sciences: 4 works · 3.1% of their workPsychology: 4 works · 3.1% of their workExperimental and Cognitive Psychology: 3 works · 2.5% of their workApplied Psychology: 1 works · 0.6% of their workEverything else: 2 works · 1.8% of their workLife Sciences: 0 works · 0.3% of their workNeuroscience: 0 works · 0.3% of their workNeurology: 0 works · 0.3% of their workTHEIR WORKAriya Rastrow130works
Life Sciences0%Physical Sciences95%Social Sciences3%

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 Science12394.8%
    1. Psychology43.1%
  3. Everything else21.8%
    1. Neuroscience00.3%
  1. 1Artificial Intelligence69% of their works
  2. 2Signal Processing24% of their works
  3. 3Experimental and Cognitive Psychology2% of their works
  4. 4Computer Vision and Pattern Recognition2% of their works
  5. 5Applied Psychology1% of their works
  6. 6Neurology0% of their works

Research topics

Which keywords describe Ariya Rastrow's research?

The keywords of their largest research topics: Convolutional Neural Networks, Acoustic Modeling, Deep Neural Networks, Deep Learning, Neural Networks, Neural Machine Translation, Statistical Machine Translation and Audio-Visual Speech Recognition.

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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 20 words, with their numbers
  1. Convolutional Neural Networks1482 topics
  2. Acoustic Modeling1081 topic
  3. Deep Neural Networks1081 topic
  4. Deep Learning984 topics
  5. Neural Networks973 topics
  6. Neural Machine Translation531 topic
  7. Statistical Machine Translation531 topic
  8. Audio-Visual Speech Recognition471 topic
  9. Speech Enhancement471 topic
  10. Feature Extraction452 topics
  11. Machine Translation441 topic
  12. Word Representation441 topic
  13. Audio Signal Classification401 topic
  14. Music Information Retrieval401 topic
  15. Markov Decision Processes301 topic
  16. Spoken Dialogue Systems301 topic
  17. Backpropagation Learning61 topic
  18. Self-Organizing Maps61 topic
  19. Emotion Recognition51 topic
  20. Multimodal Data51 topic

Where does Ariya Rastrow work?

Ariya Rastrow's main affiliation in the publication record is Amazon (United States), United States.

How many publications and citations does Ariya Rastrow have?

OpenAlex counts 130 works and 1,529 citations for Ariya Rastrow, an h-index of 17, ranking #2,009,123 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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.

Discussion

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