Jay Mahadeokar | DeepAI

DeepAI AI Chat

Featured Co-authors

Shinji Watanabe
239 publications
Ke Li
159 publications
Hang Su
109 publications
Wei-Ning Hsu
59 publications
Yossi Adi
58 publications
Rohit Prabhavalkar
49 publications
Lu Lu
44 publications
Vikas Chandra
43 publications
Abdelrahman Mohamed
41 publications
Wenhan Xiong
39 publications
Bowen Shi
38 publications

∙ 09/05/2023

TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models

Automatic Speech Recognition (ASR) models need to be optimized for speci...

0 Yuan Shangguan, et al. ∙

∙ 07/21/2023

Prompting Large Language Models with Speech Recognition Abilities

Large language models have proven themselves highly flexible, able to so...

0 Yassir Fathullah, et al. ∙

∙ 06/23/2023

Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale

Large-scale generative models such as GPT and DALL-E have revolutionized...

0 Matthew Le, et al. ∙

∙ 05/30/2023

Towards Selection of Text-to-speech Data to Augment ASR Training

This paper presents a method for selecting appropriate synthetic speech ...

0 Shuo Liu, et al. ∙

∙ 05/21/2023

Multi-Head State Space Model for Speech Recognition

State space models (SSMs) have recently shown promising results on small...

0 Yassir Fathullah, et al. ∙

∙ 10/25/2022

Dynamic Speech Endpoint Detection with Regression Targets

Interactive voice assistants have been widely used as input interfaces i...

0 Dawei Liang, et al. ∙

∙ 10/20/2022

Anchored Speech Recognition with Neural Transducers

Neural transducers have gained popularity in production ASR systems, ach...

0 Desh Raj, et al. ∙

∙ 04/19/2022

An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition

The two most popular loss functions for streaming end-to-end automatic s...

0 Niko Moritz, et al. ∙

∙ 03/30/2022

Federated Domain Adaptation for ASR with Full Self-Supervision

Cross-device federated learning (FL) protects user privacy by collaborat...

0 Junteng Jia, et al. ∙

∙ 03/29/2022

Streaming parallel transducer beam search with fast-slow cascaded encoders

Streaming ASR with strict latency constraints is required in many speech...

0 Jay Mahadeokar, et al. ∙

∙ 10/28/2021

TorchAudio: Building Blocks for Audio and Speech Processing

This document describes version 0.10 of torchaudio: building blocks for ...

0 Yao-Yuan Yang, et al. ∙

∙ 10/07/2021

Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution

This paper improves the streaming transformer transducer for speech reco...

0 Yangyang Shi, et al. ∙

∙ 04/06/2021

Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios

Often, the storage and computational constraints of embeddeddevices dema...

0 Jay Mahadeokar, et al. ∙

∙ 04/06/2021

Dissecting User-Perceived Latency of On-Device E2E Speech Recognition

As speech-enabled devices such as smartphones and smart speakers become ...

0 Yuan Shangguan, et al. ∙

∙ 04/05/2021

Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion

How to leverage dynamic contextual information in end-to-end speech reco...

0 Duc Le, et al. ∙

∙ 04/05/2021

Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency

We propose a dynamic encoder transducer (DET) for on-device speech recog...

0 Yangyang Shi, et al. ∙

∙ 02/23/2021

Memory-efficient Speech Recognition on Smart Devices

Recurrent transducer models have emerged as a promising solution for spe...

0 Ganesh Venkatesh, et al. ∙

∙ 11/16/2020

Deep Shallow Fusion for RNN-T Personalization

End-to-end models in general, and Recurrent Neural Network Transducer (R...

0 Duc Le, et al. ∙

∙ 11/05/2020

Alignment Restricted Streaming Recurrent Neural Network Transducer

There is a growing interest in the speech community in developing Recurr...

0 Jay Mahadeokar, et al. ∙

∙ 10/26/2020

Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer

Recurrent Neural Network Transducer (RNN-T), like most end-to-end speech...

0 Suyoun Kim, et al. ∙

∙ 06/04/2020

Contextual RNN-T For Open Domain ASR

End-to-end (E2E) systems for automatic speech recognition (ASR), such as...

0 Mahaveer Jain, et al. ∙

∙ 11/05/2019

Spatial Attention for Far-field Speech Recognition with Deep Beamforming Neural Networks

In this paper, we introduce spatial attention for refining the informati...

0 Weipeng He, et al. ∙

∙ 11/05/2019

RNN-T For Latency Controlled ASR With Improved Beam Search

Neural transducer-based systems such as RNN Transducers (RNN-T) for auto...

0 Mahaveer Jain, et al. ∙

∙ 10/28/2019

Transformer-Transducer: End-to-End Speech Recognition with Self-Attention

We explore options to use Transformer networks in neural transducer for ...

0 Ching-Feng Yeh, et al. ∙

∙ 10/22/2019

Transformer-based Acoustic Modeling for Hybrid Speech Recognition

We propose and evaluate transformer-based acoustic models (AMs) for hybr...

0 Yongqiang Wang, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world