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Researcher · University of Technology · Russia

Matti Karjalainen

Matti Karjalainen publishes mostly in Signal Processing, Computer Vision and Pattern Recognition and Artificial Intelligence, on topics such as Speech and Audio Processing, Music Technology and Sound Studies and Music and Audio Processing.

OpenAlex
World rank
#1,801,963
of 7,710,434 ranked researchers
Rank in Russia
#5,262
of 179,717
Works
272
Citations
7k
Citations per work
25.6
h-index
38
i10-index 116Top 2% in Signal Processing
Matti Karjalainen

What does Matti Karjalainen research?

Matti Karjalainen's work is mostly in Computer Science (56%), Engineering (12%), Neuroscience (8%).

Physical Sciences: 185 works · 68.0% of their workComputer Science: 152 works · 55.8% of their workSignal Processing: 84 works · 30.9% of their workComputer Vision and Pattern Recognition: 44 works · 16.3% of their workArtificial Intelligence: 23 works · 8.6% of their workEngineering: 33 works · 12.2% of their workBiomedical Engineering: 20 works · 7.2% of their workComputational Mechanics: 14 works · 5.0% of their workEverything else: 64 works · 23.6% of their workLife Sciences: 23 works · 8.4% of their workNeuroscience: 23 works · 8.4% of their workCognitive Neuroscience: 23 works · 8.4% of their workTHEIR WORKMatti Karjalainen272works
Life Sciences8%Physical Sciences68%

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 Science15255.8%
    2. Engineering3312.2%
  2. Everything else6423.6%
    1. Neuroscience238.4%
  1. 1Signal Processing31% of their works
  2. 2Computer Vision and Pattern Recognition16% of their works
  3. 3Artificial Intelligence9% of their works
  4. 4Cognitive Neuroscience8% of their works
  5. 5Biomedical Engineering7% of their works
  6. 6Computational Mechanics5% of their works

Research topics

Which keywords describe Matti Karjalainen's research?

The keywords of their largest research topics: Deep Learning, Audio-Visual Speech Recognition, Speech Enhancement, Convolutional Neural Networks, Interactive Evolutionary Computation, Music Generation, Audio Signal Classification and Music Information Retrieval.

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 18 words, with their numbers
  1. Deep Learning1892 topics
  2. Audio-Visual Speech Recognition1111 topic
  3. Speech Enhancement1111 topic
  4. Convolutional Neural Networks1092 topics
  5. Interactive Evolutionary Computation901 topic
  6. Music Generation901 topic
  7. Audio Signal Classification781 topic
  8. Music Information Retrieval781 topic
  9. Acoustic Metamaterials481 topic
  10. Phononic Crystals481 topic
  11. Cognitive Decline421 topic
  12. Hearing Loss421 topic
  13. Adaptive Filtering331 topic
  14. Non-Gaussian Signal Processing331 topic
  15. Acoustic Modeling311 topic
  16. Deep Neural Networks311 topic
  17. FFT161 topic
  18. Filter Banks161 topic

Where does Matti Karjalainen work?

Matti Karjalainen's main affiliation in the publication record is University of Technology, Russia.

How many publications and citations does Matti Karjalainen have?

OpenAlex counts 272 works and 6,974 citations for Matti Karjalainen, an h-index of 38, ranking #1,801,963 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.

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