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researcher

Ville Hautamaki

3 papers hereh-index 3100 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.AS2
  • cs.LG1
same name
  • Ville Hautamaki — 6 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedSelf-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive Pairs

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2025

Out-of-Distribution Detection via Channelwise Feature Aggregation in Neural Network-Based Receivers

Marko Tuononen, Heikki Penttinen, Duy Vu +3

Neural network-based radio receivers are expected to play a key role in future wireless systems, making reliable Out-Of-Distribution (OOD) detection essential. We propose a post-ho…

eess.AS2022★ 1 cited

Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive Pairs

Ruijie Tao, Kong Aik Lee, Rohan Kumar Das +2

We study a novel neural architecture and its training strategies of speaker encoder for speaker recognition without using any identity labels. The speaker encoder is trained to ext…

eess.AS2021

Self-supervised Speaker Recognition with Loss-gated Learning

Ruijie Tao, Kong Aik Lee, Rohan Kumar Das +2

In self-supervised learning for speaker recognition, pseudo labels are useful as the supervision signals. It is a known fact that a speaker recognition model doesn't always benefit…

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