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09/14/2023
Towards Universal Speech Discrete Tokens: A Case Study for ASR and TTS
Self-supervised learning (SSL) proficiency in speech-related tasks has d...
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09/10/2023
VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching
Although diffusion models in text-to-speech have become a popular choice...
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08/25/2023
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research
Recently, there has been growing interest in using Large Language Models...
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08/11/2023
Towards Instance-adaptive Inference for Federated Learning
Federated learning (FL) is a distributed learning paradigm that enables ...
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08/11/2023
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning
Benefiting from prompt tuning, recent years have witnessed the promising...
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06/25/2023
DSE-TTS: Dual Speaker Embedding for Cross-Lingual Text-to-Speech
Although high-fidelity speech can be obtained for intralingual speech sy...
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06/16/2023
Improving Audio Caption Fluency with Automatic Error Correction
Automated audio captioning (AAC) is an important cross-modality translat...
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06/14/2023
Improving Code-Switching and Named Entity Recognition in ASR with Speech Editing based Data Augmentation
Recently, end-to-end (E2E) automatic speech recognition (ASR) models hav...
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06/13/2023
UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding
The utilization of discrete speech tokens, divided into semantic tokens ...
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06/09/2023
Large Language Model Is Semi-Parametric Reinforcement Learning Agent
Inspired by the insights in cognitive science with respect to human memo...
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06/02/2023
Enhance Temporal Relations in Audio Captioning with Sound Event Detection
Automated audio captioning aims at generating natural language descripti...
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05/25/2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset
The cross-domain text-to-SQL task aims to build a system that can parse ...
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05/19/2023
PointGPT: Auto-regressively Generative Pre-training from Point Clouds
Large language models (LLMs) based on the generative pre-training transf...
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05/14/2023
Mobile-Env: A Universal Platform for Training and Evaluation of Mobile Interaction
The interaction platform plays a crucial role in the recent advancement ...
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05/03/2023
Diverse and Vivid Sound Generation from Text Descriptions
Previous audio generation mainly focuses on specified sound classes such...
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04/25/2023
Multi-Speaker Multi-Lingual VQTTS System for LIMMITS 2023 Challenge
In this paper, we describe the systems developed by the SJTU X-LANCE tea...
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04/23/2023
DiffVoice: Text-to-Speech with Latent Diffusion
In this work, we present DiffVoice, a novel text-to-speech model based o...
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03/09/2023
Improving Few-Shot Learning for Talking Face System with TTS Data Augmentation
Audio-driven talking face has attracted broad interest from academia and...
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01/30/2023
TrFedDis: Trusted Federated Disentangling Network for Non-IID Domain Feature
Federated learning (FL), as an effective decentralized distributed learn...
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01/12/2023
On the Structural Generalization in Text-to-SQL
Exploring the generalization of a text-to-SQL parser is essential for a ...
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12/01/2022
Reliable Joint Segmentation of Retinal Edema Lesions in OCT Images
Focusing on the complicated pathological features, such as blurred bound...
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11/17/2022
EmoDiff: Intensity Controllable Emotional Text-to-Speech with Soft-Label Guidance
Although current neural text-to-speech (TTS) models are able to generate...
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11/08/2022
BER: Balanced Error Rate For Speaker Diarization
DER is the primary metric to evaluate diarization performance while faci...
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09/10/2022
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue
This paper presents an ontology-aware pretrained language model (OPAL) f...
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05/25/2022
DialogZoo: Large-Scale Dialog-Oriented Task Learning
Building unified conversational agents has been a long-standing goal of ...
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05/24/2022
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat
In a depression-diagnosis-directed clinical session, doctors initiate a ...
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05/23/2022
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI
Task-oriented dialogue (TOD) systems have been widely used by mobile pho...
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05/13/2022
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages
Recently, the structural reading comprehension (SRC) task on web pages h...
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05/11/2022
A Comprehensive Survey of Automated Audio Captioning
Automated audio captioning, a task that mimics human perception as well ...
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04/29/2022
Climate and Weather: Inspecting Depression Detection via Emotion Recognition
Automatic depression detection has attracted increasing amount of attent...
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04/10/2022
UniDU: Towards A Unified Generative Dialogue Understanding Framework
With the development of pre-trained language models, remarkable success ...
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04/02/2022
VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature
The mainstream neural text-to-speech(TTS) pipeline is a cascade system, ...
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03/25/2022
Audio-text Retrieval in Context
Audio-text retrieval based on natural language descriptions is a challen...
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02/15/2022
Unsupervised word-level prosody tagging for controllable speech synthesis
Although word-level prosody modeling in neural text-to-speech (TTS) has ...
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12/09/2021
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF
Data sparsity problem is a key challenge of Natural Language Understandi...
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09/15/2021
Scalable Cell-Free Massive MIMO Systems with Finite Resolution ADCs/DACs over Spatially Correlated Rician Fading Channels
In this paper, an analytical framework for evaluating the performance of...
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06/04/2021
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL
Recently, Text-to-SQL for multi-turn dialogue has attracted great intere...
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06/02/2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations
This work aims to tackle the challenging heterogeneous graph encoding pr...
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05/27/2021
Diverse and Controllable Speech Synthesis with GMM-Based Phone-Level Prosody Modelling
Generating natural speech with diverse and smooth prosody pattern is a c...
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05/10/2021
Voice activity detection in the wild: A data-driven approach using teacher-student training
Voice activity detection is an essential pre-processing component for sp...
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04/10/2021
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser
Given a database schema, Text-to-SQL aims to translate a natural languag...
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02/25/2021
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching
Chinese short text matching is a fundamental task in natural language pr...
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02/23/2021
Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events
Automated Audio Captioning is a cross-modal task, generating natural lan...
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02/23/2021
Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning
Automated audio captioning (AAC) aims at generating summarizing descript...
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02/01/2021
Mixture Density Network for Phone-Level Prosody Modelling in Speech Synthesis
Recent researches on both utterance-level and phone-level prosody modell...
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01/23/2021
WebSRC: A Dataset for Web-Based Structural Reading Comprehension
Web search is an essential way for human to obtain information, but it's...
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01/19/2021
Towards duration robust weakly supervised sound event detection
Sound event detection (SED) is the task of tagging the absence or presen...
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01/17/2021
A relic sketch extraction framework based on detail-aware hierarchical deep network
As the first step of the restoration process of painted relics, sketch e...
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10/14/2020
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models
Recently, pre-trained language models like BERT have shown promising per...
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09/22/2020
