Speaker detection in the wild: Lessons learned from JSALT 2019

Autor: Sajjad Abdoli, Latane Bullock, Paola García, Lei Sun, Jesús Villalba, Hervé Bredin, Wassim Bouaziz, Hadrien Titeux, Saurabh Kataria, Diego Castan, Sizhu Chen, Kong Aik Lee, Léo Galmant, Jun Du, Alejandrina Cristia, Marie-Philippe Gill, Ling Guo, Marvin Lavechin, Phani Sankar Nidadavolu, Najim Dehak, Bar Ben-Yair, Koji Okabe, Emmanuel Dupoux, Xin Wang

Publikováno v: Odyssey 2020 The Speaker and Language Recognition Workshop
Odyssey 2020 The Speaker and Language Recognition Workshop, Nov 2020, Tokyo, Japan
Odyssey
HAL

This paper presents the problems and solutions addressed at the JSALT workshop when using a single microphone for speaker detection in adverse scenarios. The main focus was to tackle a wide range of conditions that go from meetings to wild speech. We

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::149a4b3cb5d20f380116b4922e46b0dc
https://hal.science/hal-02417632

End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network

Autor: Alessandro L. Koerich, Sajjad Abdoli, Patrick Cardinal

In this paper, we present an end-to-end approach for environmental sound classification based on a 1D Convolution Neural Network (CNN) that learns a representation directly from the audio signal. Several convolutional layers are used to capture the s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1448ddccf87479dc4a81bae177fc991e