Mr Arjun Pankajakshan

Research

Research Interests:

• Computational analysis of sound scenes and events
• Machine Listening
• Interpretable Machine Learning
• Audio Signal Processing

Publications

• Pankajakshan A, Bear H, Subramanian V et al. (2020). Memory Controlled Sequential Self Attention for Sound Recognition. 21st Annual Conference of the International Speech Communication Association (INTERSPEECH 2020)

  
  

  DOI: 10.21437/Interspeech.2020-1953

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/67665
• SUBRAMANIAN V, Pankajakshan A, Benetos E et al. (2020). A Study on the Transferability of Adversarial Attacks in Sound Event Classification. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020)

  
  

  DOI: 10.1109/ICASSP40776.2020.9054445

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/63241
• Pankajakshan A, Bhavsar A (2020). Faster RCNN-CNN-Based Joint Model for Bird Part Localization in Images. nameOfConference

  
  

  DOI: 10.1007/978-981-32-9291-8_17

  
  

  QMRO: qmroHref
• Singh S, Pankajakshan A, Benetos E (2019). Audio tagging using a linear noise modelling layer. 4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019)

  
  

  DOI: 10.33682/zyc0-jw35

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/59660
• Pankajakshan A, Bear H, Benetos E (2019). Onsets, activity, and events: a multi-task approach for polyphonic sound event modelling. 4th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2019)

  
  

  DOI: 10.33682/sm6r-8p49

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/59659
• Pankajakshan A, Bear H, Benetos E (2019). Polyphonic sound event and sound activity detection: a multi-task approach. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics

  
  

  DOI: 10.1109/WASPAA.2019.8937193

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/59068
• Pankajakshan A, Bhavsar A (2020). Faster RCNN-CNN-Pankajakshan, Arjun Joint Bhavsar, Arnav for Bird Part Localization in Images. nameOfConference

  
  

  DOI: 10.1007/978-981-32-9291-8_17

  
  

  QMRO: qmroHref
• Pankajakshan A, Bear HL, Benetos E (2019). POLYPHONIC SOUND EVENT AND SOUND ACTIVITY DETECTION: A MULTI-TASK APPROACH. nameOfConference

  
  

  DOI: 10.1109/waspaa.2019.8937193

  
  

  QMRO: qmroHref
• Pankajakshan A, Thakttr A, Thapar D et al. (2018). All-Cony Net for Bird Activity Detection: Significance of Learned Pooling. 19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION

  
  

  DOI: 10.21437/Interspeech.2018-1622

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/59943
• Arjun P, Jayan AR (2017). Effect of CVR modification on automatic recognition of stop consonants in isolated VCV utterances by an HMM based ASR system. 2017 International Conference on Inventive Systems and Control (ICISC)

  
  

  DOI: 10.1109/icisc.2017.8068720

  
  

  QMRO: qmroHref