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Research Papers

title
authors
conference
/ journal
research areas
date
Generative Context-Aware Fine-Tuning of Self-Supervised Speech Models
AUTHORS

Suwon Shon

Kwangyoun Kim

Prashant Sridhar

Yi-Te Hsu

Shinji Watanabe

Karen Livescu

conference/journal
ICASSP 2024
RESEARCH AREAS

Computation and Language

‍Sound

Audio and Speech Processing

Date
Dec 2024
Sparse Rewards Can Self-Train Dialogue Agents
AUTHORS

Barrett Martin Lattimer

Varun Gangal

Ryan McDonald

Yi Yang

‍

conference/journal
ICLR2025
RESEARCH AREAS

Computation and Language

‍

Date
Sep 2024
Convolution-Augmented Parameter-Efficient Fine-Tuning for Speech Recognition
AUTHORS

Kwangyoun Kim

Suwon Shon

Yi-Te Hsu

Prashant Sridhar

Karen Livescu

Shinji Watanabe

‍

conference/journal
Interspeech 2024
RESEARCH AREAS
Date
Sep 2024
Sample-efficient diffusion for text-to-speech synthesis
AUTHORS

Justin Lovelace

Soham Ray

Kwangyoun Kim

Kilian Q. Weinberger

Felix Wu

‍

conference/journal
Interspeech 2024
RESEARCH AREAS

Sound

Artificial Intelligence

Machine Learning

‍

Date
Sep 2024
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses
AUTHORS

Dongxu Zhang

Varun Gangal

Barrett Martin Lattimer

Yi Yang

‍

conference/journal
ACL 2024
RESEARCH AREAS

Artificial Intelligence

Computation and Language

‍

Date
Jul 2024
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding
AUTHORS

Suwon Shon

Kwangyoun Kim

Yi-Te Hsu

Prashant Sridhar

Shinji Watanabe

Karen Livescu

‍

conference/journal
Interspeech 2024
RESEARCH AREAS

Computation and Language

Sound

Audio and Speech Processing

‍

Date
Jun 2024
Call Translator with Voice Cloning Using Transformers
AUTHORS

Nawaz Fateen Khan

Nandan Hemanth

Navyae Goyal

Pranav KR

Pooja Agarwal

‍

conference/journal
IEEE 2024
RESEARCH AREAS

Machine learning algorithms
Navigation
Cloning
Speech recognition
Machine learning
Linguistics
Transformers

‍

Date
Jun 2024
SteP: Stacked LLM Policies for Web Actions
AUTHORS

Paloma_Sodhi

S.R.K Branavan

Yoav Artzi

Ryan McDonald

‍

conference/journal
COLM 2024
RESEARCH AREAS

LMs with tools and code

Date
May 2024
Improving ASR Contextual Biasing with Guided Attention
AUTHORS

Jiyang Tang

‍Kwangyoun Kim

‍Suwon Shon

‍Felix Wu

‍Prashant Sridhar

Shinji Watanabe

conference/journal
ICASSP 2024
RESEARCH AREAS

Computation and Language

‍Audio and Speech Processing

Date
Jan 2024
Fast and Accurate Factual Inconsistency Detection Over Long Documents
AUTHORS

Barrett Martin Lattimer

Patrick Chen

Xinyuan Zhang

Yi Yang

conference/journal
EMNLP 2023
RESEARCH AREAS

Hallucination Detection

Dialogue Evaluation

Language Models

Date
Dec 2023
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Speech Sentiment Analysis Using a Speech Sentiment Classifier Pretrained with Pseudo Sentiment Labels
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10,762,423
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Processing Communications Using a Prototype Classifier
PATENT NUMBER
10,747,957
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Assisting Entities in Responding to a Request of a User
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10,733,614
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Suggesting Resources Using Context Hashing
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10,650,311
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Using Semantic Processing for Customer Support
PATENT NUMBER
10,535,071
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Updating Natural Language Interfaces by Processing Usage Data
PATENT NUMBER
10,515,104
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Automatic Communication Using an Intent Classifier
PATENT NUMBER
10,497,004
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Maintaining Quality of Customer Support Messages
PATENT NUMBER
10,489,792
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Word Hash Language Model
PATENT NUMBER
10,482,875
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Automatically Suggesting Resources for Responding to a Request
PATENT NUMBER
10,453,074
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PATENT NUMBER
10,387,888
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Detecting Events from Customer Support Sessions
PATENT NUMBER
10,334,106
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Updating Natural Language Interfaces by Processing Usage Data
PATENT NUMBER
10,210,244
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Removing Personal Information from Text Using a Neural Network
PATENT NUMBER
10,169,315
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Word Hash Language Model
PATENT NUMBER
10,109,275
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Detecting Events from Customer Support Sessions
PATENT NUMBER
10,097,690
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Using Semantic Processing for Customer Support
PATENT NUMBER
10,083,451
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Method, Medium, and System for Responding to Customer Requests with State Tracking
PATENT NUMBER
9,892,414
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Automatically Suggesting Completions of Text
PATENT NUMBER
9,807,037
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Automatically Suggesting Response to a Received Message
PATENT NUMBER
9,805,371
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Automatically Responding to a Request of a User
PATENT NUMBER
9,715,496
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Automatic Calibration of Command-Detection Thresholds
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8,990,079
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Method and Apparatus to Generate Audio Versions of Web Pages
PATENT NUMBER
8,838,673
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Process and System for the Semantic Selection of Document Templates
PATENT NUMBER
7,492,949
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PATENT NUMBER
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