8 citations · 15 across the 3 of their papers we have counts for
6 papers
Hardware Realization of Neuromorphic Computing with a 4-Port Photonic Reservoir for Modulation Format Identification
Enes Şeker, Rijil Thomas, Guillermo von Hünefeld +10
The fields of machine learning and artificial intelligence drive researchers to explore energy-efficient, brain-inspired new hardware. Reservoir computing encompasses recurrent neu…
Privacy-Preserving Distributed Learning Framework for 6G Telecom Ecosystems
Pooyan Safari, Behnam Shariati, Johannes Karl Fischer
We present a privacy-preserving distributed learning framework for telecom ecosystems in the 6G-era that enables the vision of shared ownership and governance of ML models, while p…
Self-attention encoding and pooling for speaker recognition
Pooyan Safari, Miquel India, Javier Hernando
The computing power of mobile devices limits the end-user applications in terms of storage size, processing, memory and energy consumption. These limitations motivate researchers f…
Double Multi-Head Attention for Speaker Verification
Miquel India, Pooyan Safari, Javier Hernando
Most state-of-the-art Deep Learning systems for speaker verification are based on speaker embedding extractors. These architectures are commonly composed of a feature extractor fro…
Self Multi-Head Attention for Speaker Recognition
Miquel India, Pooyan Safari, Javier Hernando
Most state-of-the-art Deep Learning (DL) approaches for speaker recognition work on a short utterance level. Given the speech signal, these algorithms extract a sequence of speaker…
Towards Recognizing Phrase Translation Processes: Experiments on English-French
Yuming Zhai, Pooyan Safari, Gabriel Illouz +2
When translating phrases (words or group of words), human translators, consciously or not, resort to different translation processes apart from the literal translation, such as Idi…