activity
20212026
most citedTied & Reduced RNN-T Decoder

27 citations · 31 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CL20263 cited

Gemma 4 Technical Report

Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320

We introduce Gemma 4, a new generation of open-weight, natively multimodal language models in the Gemma model family. Designed to advance compute efficiency and reasoning, the Gemm…

eess.AS20211 cited

Cross-attention conformer for context modeling in speech enhancement for ASR

Arun Narayanan, Chung-Cheng Chiu, Tom O'Malley +2

This work introduces \emph{cross-attention conformer}, an attention-based architecture for context modeling in speech enhancement. Given that the context information can often be s…

cs.CL202127 cited

Tied & Reduced RNN-T Decoder

Rami Botros, Tara N. Sainath, Robert David +3

Previous works on the Recurrent Neural Network-Transducer (RNN-T) models have shown that, under some conditions, it is possible to simplify its prediction network with little or no…

eess.AS2021

Multi-user VoiceFilter-Lite via Attentive Speaker Embedding

Rajeev Rikhye, Quan Wang, Qiao Liang +2

In this paper, we propose a solution to allow speaker conditioned speech models, such as VoiceFilter-Lite, to support an arbitrary number of enrolled users in a single pass. This i…

eess.AS2021

Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction

David Qiu, Yanzhang He, Qiujia Li +3

Confidence scores are very useful for downstream applications of automatic speech recognition (ASR) systems. Recent works have proposed using neural networks to learn word or utter…

eess.AS2021

Personalized Keyphrase Detection using Speaker and Environment Information

Rajeev Rikhye, Quan Wang, Qiao Liang +6

In this paper, we introduce a streaming keyphrase detection system that can be easily customized to accurately detect any phrase composed of words from a large vocabulary. The syst…