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06/23/2023
The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios
The CHiME challenges have played a significant role in the development a...
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06/20/2023
HK-LegiCoST: Leveraging Non-Verbatim Transcripts for Speech Translation
We introduce HK-LegiCoST, a new three-way parallel corpus of Cantonese-E...
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06/01/2023
Bypass Temporal Classification: Weakly Supervised Automatic Speech Recognition with Imperfect Transcripts
This paper presents a novel algorithm for building an automatic speech r...
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11/02/2022
Towards Zero-Shot Code-Switched Speech Recognition
In this work, we seek to build effective code-switched (CS) automatic sp...
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10/10/2021
Injecting Text and Cross-lingual Supervision in Few-shot Learning from Self-Supervised Models
Self-supervised model pre-training has recently garnered significant int...
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02/02/2021
The Multilingual TEDx Corpus for Speech Recognition and Translation
We present the Multilingual TEDx corpus, built to support speech recogni...
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05/28/2020
A Corpus for Large-Scale Phonetic Typology
A major hurdle in data-driven research on typology is having sufficient ...
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10/27/2019
Induced Inflection-Set Keyword Search in Speech
We investigate the problem of searching for a lexeme-set in speech by se...
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04/03/2019
Massively Multilingual Adversarial Speech Recognition
We report on adaptation of multilingual end-to-end speech recognition mo...
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12/10/2018
Low Resource Multi-modal Data Augmentation for End-to-end ASR
We explore training attention-based encoder-decoder ASR for low-resource...
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11/07/2018
Analysis of Multilingual Sequence-to-Sequence speech recognition systems
This paper investigates the applications of various multilingual approac...
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10/04/2018
Multilingual sequence-to-sequence speech recognition: architecture, transfer learning, and language modeling
Sequence-to-sequence (seq2seq) approach for low-resource ASR is a relati...
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07/17/2018
Low-Resource Contextual Topic Identification on Speech
In topic identification (topic ID) on real-world unstructured audio, an ...
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03/30/2018
ESPnet: End-to-End Speech Processing Toolkit
This paper introduces a new open source platform for end-to-end speech p...
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03/27/2018
Multi-Modal Data Augmentation for End-to-end ASR
We present a new end-to-end architecture for automatic speech recognitio...
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02/23/2018
The JHU Speech LOREHLT 2017 System: Cross-Language Transfer for Situation-Frame Detection
We describe the system our team used during NIST's LoReHLT (Low Resource...
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03/22/2017
