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06/03/2023
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling
Acoustic word embeddings are typically created by training a pooling fun...
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05/25/2023
ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition
In Speech Emotion Recognition (SER), textual data is often used alongsid...
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03/31/2023
The Edinburgh International Accents of English Corpus: Towards the Democratization of English ASR
English is the most widely spoken language in the world, used daily by m...
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11/29/2022
Evaluating and reducing the distance between synthetic and real speech distributions
While modern Text-to-Speech (TTS) systems can produce speech rated highl...
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11/02/2022
Towards Zero-Shot Code-Switched Speech Recognition
In this work, we seek to build effective code-switched (CS) automatic sp...
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12/15/2021
Mask-combine Decoding and Classification Approach for Punctuation Prediction with real-time Inference Constraints
In this work, we unify several existing decoding strategies for punctuat...
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11/12/2021
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR
We present a method for cross-lingual training an ASR system using absol...
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08/14/2020
Adaptation Algorithms for Speech Recognition: An Overview
We present a structured overview of adaptation algorithms for neural net...
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03/30/2020
European Language Grid: An Overview
With 24 official EU and many additional languages, multilingualism in Eu...
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10/23/2019
Speaker Adaptive Training using Model Agnostic Meta-Learning
Speaker adaptive training (SAT) of neural network acoustic models learns...
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09/30/2019
Acoustic Model Adaptation from Raw Waveforms with SincNet
Raw waveform acoustic modelling has recently gained interest due to neur...
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06/27/2019
Lattice-Based Unsupervised Test-Time Adaptation of Neural Network Acoustic Models
Acoustic model adaptation to unseen test recordings aims to reduce the m...
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05/30/2019
Lattice-based lightly-supervised acoustic model training
In the broadcast domain there is an abundance of related text data and p...
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01/05/2019
AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker Detection
Active speaker detection is an important component in video analysis alg...
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08/30/2018