Towards a Common Speech Analysis Engine

no code implementations • 1 Mar 2022 • Hagai Aronowitz, Itai Gat, Edmilson Morais, Weizhong Zhu, Ron Hoory

Beyond that, a common engine should be capable of supporting distributed training with client in-house private data.

Emotion Recognition Language Identification +1

Speech Emotion Recognition using Self-Supervised Features

no code implementations • ICASSP 2022 • Edmilson Morais, Ron Hoory, Weizhong Zhu, Itai Gat, Matheus Damasceno, Hagai Aronowitz

Self-supervised pre-trained features have consistently delivered state-of-art results in the field of natural language processing (NLP); however, their merits in the field of speech emotion recognition (SER) still need further investigation.

Speech Emotion Recognition

Speaker Normalization for Self-supervised Speech Emotion Recognition

no code implementations • 2 Feb 2022 • Itai Gat, Hagai Aronowitz, Weizhong Zhu, Edmilson Morais, Ron Hoory

Large speech emotion recognition datasets are hard to obtain, and small datasets may contain biases.

Speech Emotion Recognition

C2D2E2: Using Call Centers to Motivate the Use of Dialog and Diarization in Entity Extraction

no code implementations • WS 2016 • Ken Church, Weizhong Zhu, Jason Pelecanos

Entity Extraction using GAN