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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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11/06/2022
Bridging Speech and Textual Pre-trained Models with Unsupervised ASR
Spoken language understanding (SLU) is a task aiming to extract high-lev...
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11/01/2022
Adapting self-supervised models to multi-talker speech recognition using speaker embeddings
Self-supervised learning (SSL) methods which learn representations of da...
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10/13/2022
On Compressing Sequences for Self-Supervised Speech Models
Compressing self-supervised models has become increasingly necessary, as...
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10/07/2022
Mutual Learning of Single- and Multi-Channel End-to-End Neural Diarization
Due to the high performance of multi-channel speech processing, we can u...
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06/06/2022
Online Neural Diarization of Unlimited Numbers of Speakers
A method to perform offline and online speaker diarization for an unlimi...
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10/10/2021
Multi-Channel End-to-End Neural Diarization with Distributed Microphones
Recent progress on end-to-end neural diarization (EEND) has enabled over...
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07/04/2021
Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors
Attractor-based end-to-end diarization is achieving comparable accuracy ...
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06/20/2021
Encoder-Decoder Based Attractor Calculation for End-to-End Neural Diarization
This paper investigates an end-to-end neural diarization (EEND) method f...
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06/09/2021
Semi-Supervised Training with Pseudo-Labeling for End-to-End Neural Diarization
In this paper, we present a semi-supervised training technique using pse...
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06/08/2021
End-to-End Speaker Diarization Conditioned on Speech Activity and Overlap Detection
In this paper, we present a conditional multitask learning method for en...
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02/02/2021
The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap
This paper provides a detailed description of the Hitachi-JHU system tha...
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01/21/2021
Online End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers
This paper proposes an online end-to-end diarization that can handle ove...
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12/18/2020
End-to-End Speaker Diarization as Post-Processing
This paper investigates the utilization of an end-to-end diarization mod...
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06/14/2020
The JHU Multi-Microphone Multi-Speaker ASR System for the CHiME-6 Challenge
This paper summarizes the JHU team's efforts in tracks 1 and 2 of the CH...
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02/14/2020
Speaker Diarization with Region Proposal Network
Speaker diarization is an important pre-processing step for many speech ...
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12/02/2019
Speaker detection in the wild: Lessons learned from JSALT 2019
This paper presents the problems and solutions addressed at the JSALT wo...
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10/25/2019