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05/18/2023
Accurate and Reliable Confidence Estimation Based on Non-Autoregressive End-to-End Speech Recognition System
Estimating confidence scores for recognition results is a classic task i...
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03/24/2023
MUG: A General Meeting Understanding and Generation Benchmark
Listening to long video/audio recordings from video conferencing and onl...
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03/24/2023
Overview of the ICASSP 2023 General Meeting Understanding and Generation Challenge (MUG)
ICASSP2023 General Meeting Understanding and Generation Challenge (MUG) ...
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01/29/2023
Achieving Timestamp Prediction While Recognizing with Non-Autoregressive End-to-End ASR Model
Conventional ASR systems use frame-level phoneme posterior to conduct fo...
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11/29/2022
MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for Speech Recognition
In this paper, we propose a novel multi-modal multi-task encoder-decoder...
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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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06/16/2022
Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition
Transformers have recently dominated the ASR field. Although able to yie...
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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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02/16/2022
ProsoSpeech: Enhancing Prosody With Quantized Vector Pre-training in Text-to-Speech
Expressive text-to-speech (TTS) has become a hot research topic recently...
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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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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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09/09/2021
BeamTransformer: Microphone Array-based Overlapping Speech Detection
We propose BeamTransformer, an efficient architecture to leverage beamfo...
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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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05/21/2020
Streaming Chunk-Aware Multihead Attention for Online End-to-End Speech Recognition
Recently, streaming end-to-end automatic speech recognition (E2E-ASR) ha...
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03/27/2019
Automatic Spelling Correction with Transformer for CTC-based End-to-End Speech Recognition
Connectionist Temporal Classification (CTC) based end-to-end speech reco...
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03/05/2018
Linear networks based speaker adaptation for speech synthesis
Speaker adaptation methods aim to create fair quality synthesis speech v...
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03/04/2018
Deep-FSMN for Large Vocabulary Continuous Speech Recognition
In this paper, we present an improved feedforward sequential memory netw...
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02/26/2018