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01/30/2023
Learning to Speak from Text: Zero-Shot Multilingual Text-to-Speech with Unsupervised Text Pretraining
While neural text-to-speech (TTS) has achieved human-like natural synthe...
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10/31/2022
Textless Direct Speech-to-Speech Translation with Discrete Speech Representation
Research on speech-to-speech translation (S2ST) has progressed rapidly i...
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09/06/2022
ASR2K: Speech Recognition for Around 2000 Languages without Audio
Most recent speech recognition models rely on large supervised datasets,...
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03/23/2022
On Adversarial Robustness of Large-scale Audio Visual Learning
As audio-visual systems are being deployed for safety-critical tasks suc...
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10/26/2021
Multi-Faceted Hierarchical Multi-Task Learning for a Large Number of Tasks with Multi-dimensional Relations
There has been many studies on improving the efficiency of shared learni...
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07/20/2021
On Prosody Modeling for ASR+TTS based Voice Conversion
In voice conversion (VC), an approach showing promising results in the l...
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04/04/2021
Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties
Models pre-trained on multiple languages have shown significant promise ...
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04/02/2021
Tusom2021: A Phonetically Transcribed Speech Dataset from an Endangered Language for Universal Phone Recognition Experiments
There is growing interest in ASR systems that can recognize phones in a ...
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11/07/2020
Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages
With recent advancements in language technologies, humansare now interac...
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09/12/2020
Revisiting Factorizing Aggregated Posterior in Learning Disentangled Representations
In the problem of learning disentangled representations, one of the prom...
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06/18/2020
Semi-Supervised Recognition under a Noisy and Fine-grained Dataset
Simi-Supervised Recognition Challenge-FGVC7 is a challenging fine-graine...
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04/27/2020
A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization
Despite recent advances in natural language processing and other languag...
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04/17/2020
AlloVera: A Multilingual Allophone Database
We introduce a new resource, AlloVera, which provides mappings from 218 ...
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02/26/2020
Universal Phone Recognition with a Multilingual Allophone System
Multilingual models can improve language processing, particularly for lo...
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02/26/2020
Towards Zero-shot Learning for Automatic Phonemic Transcription
Automatic phonemic transcription tools are useful for low-resource langu...
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10/31/2019
Adversarial Music: Real World Audio Adversary Against Wake-word Detection System
Voice Assistants (VAs) such as Amazon Alexa or Google Assistant rely on ...
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08/02/2019
SANTLR: Speech Annotation Toolkit for Low Resource Languages
While low resource speech recognition has attracted a lot of attention f...
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08/02/2019
Multilingual Speech Recognition with Corpus Relatedness Sampling
Multilingual acoustic models have been successfully applied to low-resou...
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02/24/2019
The ARIEL-CMU Systems for LoReHLT18
This paper describes the ARIEL-CMU submissions to the Low Resource Human...
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02/20/2019
Phoneme Level Language Models for Sequence Based Low Resource ASR
Building multilingual and crosslingual models help bring different langu...
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10/19/2018
Real-time Neural-based Input Method
The input method is an essential service on every mobile and desktop dev...
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07/28/2018