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09/14/2023
Training Audio Captioning Models without Audio
Automated Audio Captioning (AAC) is the task of generating natural langu...
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09/11/2023
Natural Language Supervision for General-Purpose Audio Representations
Audio-Language models jointly learn multimodal text and audio representa...
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05/19/2023
Pengi: An Audio Language Model for Audio Tasks
In the domain of audio processing, Transfer Learning has facilitated the...
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01/05/2023
Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers
We introduce a language modeling approach for text to speech synthesis (...
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12/29/2022
Learning to mask: Towards generalized face forgery detection
Generalizability to unseen forgery types is crucial for face forgery det...
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12/27/2022
General GAN-generated image detection by data augmentation in fingerprint domain
In this work, we investigate improving the generalizability of GAN-gener...
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11/14/2022
Describing emotions with acoustic property prompts for speech emotion recognition
Emotions lie on a broad continuum and treating emotions as a discrete nu...
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11/04/2022
Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation with E3Net
Personalized speech enhancement (PSE), a process of estimating a clean t...
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09/28/2022
Audio Retrieval with WavText5K and CLAP Training
Audio-Text retrieval takes a natural language query to retrieve relevant...
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06/09/2022
CLAP: Learning Audio Concepts From Natural Language Supervision
Mainstream Audio Analytics models are trained to learn under the paradig...
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04/02/2022
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
This paper investigates how to improve the runtime speed of personalized...
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10/20/2021
One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement
With the recent surge of video conferencing tools usage, providing high-...
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10/18/2021
Personalized Speech Enhancement: New Models and Comprehensive Evaluation
Personalized speech enhancement (PSE) models utilize additional cues, su...
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12/10/2019
Advances in Online Audio-Visual Meeting Transcription
This paper describes a system that generates speaker-annotated transcrip...
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05/09/2018
Attention-Aware Compositional Network for Person Re-identification
Person re-identification (ReID) is to identify pedestrians observed from...
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03/29/2018
