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09/19/2023
Improving Speaker Diarization using Semantic Information: Joint Pairwise Constraints Propagation
Speaker diarization has gained considerable attention within speech proc...
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09/14/2023
FunCodec: A Fundamental, Reproducible and Integrable Open-source Toolkit for Neural Speech Codec
This paper presents FunCodec, a fundamental neural speech codec toolkit,...
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08/21/2023
UbiPhysio: Support Daily Functioning, Fitness, and Rehabilitation with Action Understanding and Feedback in Natural Language
We introduce UbiPhysio, a milestone framework that delivers fine-grained...
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08/05/2023
Self-Distillation Network with Ensemble Prototypes: Learning Robust Speaker Representations without Supervision
Training speaker-discriminative and robust speaker verification systems ...
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07/14/2023
Improving BERT with Hybrid Pooling Network and Drop Mask
Transformer-based pre-trained language models, such as BERT, achieve gre...
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06/27/2023
3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and Multi-Dialect Corpus for Speech Representation Disentanglement
Disentangling uncorrelated information in speech utterances is a crucial...
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05/22/2023
Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization
Speaker diarization(SD) is a classic task in speech processing and is cr...
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05/22/2023
An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification
Effective fusion of multi-scale features is crucial for improving speake...
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05/18/2023
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings
Prior studies diagnose the anisotropy problem in sentence representation...
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03/01/2023
CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking
Time delay neural network (TDNN) has been proven to be efficient for spe...
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11/26/2022
Contextual Expressive Text-to-Speech
The goal of expressive Text-to-speech (TTS) is to synthesize natural spe...
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11/18/2022
Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis
Recently, hybrid systems of clustering and neural diarization models hav...
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11/08/2022
Pushing the limits of self-supervised speaker verification using regularized distillation framework
Training robust speaker verification systems without speaker labels has ...
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05/16/2022
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification
Speaker embedding has been a fundamental feature for speaker-related tas...
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04/26/2022
Reformulating Speaker Diarization as Community Detection With Emphasis On Topological Structure
Clustering-based speaker diarization has stood firm as one of the major ...
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04/25/2022
Graph Convolutional Network Based Semi-Supervised Learning on Multi-Speaker Meeting Data
Unsupervised clustering on speakers is becoming increasingly important f...
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03/18/2022
Speaker Embedding-aware Neural Diarization: an Efficient Framework for Overlapping Speech Diarization in Meeting Scenarios
Overlapping speech diarization has been traditionally treated as a multi...
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02/08/2022
Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge
The ICASSP 2022 Multi-channel Multi-party Meeting Transcription Grand Ch...
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11/28/2021
Speaker Embedding-aware Neural Diarization for Flexible Number of Speakers with Textual Information
Overlapping speech diarization is always treated as a multi-label classi...
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10/14/2021
M2MeT: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge
Recent development of speech signal processing, such as speech recogniti...
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10/06/2021
PoNet: Pooling Network for Efficient Token Mixing in Long Sequences
Transformer-based models have achieved great success in various NLP, vis...
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09/09/2021
BeamTransformer: Microphone Array-based Overlapping Speech Detection
We propose BeamTransformer, an efficient architecture to leverage beamfo...
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07/27/2021
Measuring daily-life fear perception change: a computational study in the context of COVID-19
COVID-19, as a global health crisis, has triggered the fear emotion with...
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07/20/2021
A Real-time Speaker Diarization System Based on Spatial Spectrum
In this paper we describe a speaker diarization system that enables loca...
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05/29/2021