期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
In this paper, we propose a novel normalized subband adaptive filter algorithm suited for sparse scenarios, which combines the proportionate and spars......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
Contextualized embeddings such as BERT and GPT have been shown to give significant improvement in NLP tasks. On the other hand, static embeddings such......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
We propose a novel training strategy for Tacotron-based text-to-speech (TTS) system that improves the speech styling at utterance level. One of the ke......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
Steganographic algorithms in low-bit-rate compressed speech bring convenience to realize covert communication, meanwhile result in safety issues. The ......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
Multimodal emotion recognition is a challenging task in emotion computing as it is quite difficult to extract discriminative features to identify the ......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
Event detection based on sentiment time series, which describe the trend of users' emotions or attitudes towards specific topics over time, has been w......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
Named entity recognition (NER) is one fundamental task in natural language processing, which is typically addressed by neural condition random field (......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
Named entity recognition (NER) is a basic task in natural language processing. Traditionally, sequence labeling methods are applied to named entity re......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
Semantic role labeling (SRL) is one of the important tasks in natural language processing. Current end-to-end SRL, compared with traditional pipeline ......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
It is important to know the presence and the relative level of background noise for many speech processing tasks. Frame-level signal-to-noise ratio (S......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
There is a great need for effective summarization methods to absorb the key points of large amounts of opinions expressed on the Web. In this paper, w......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
This paper studies multi-turn text-to-SQL generation, which is a new but important task in semantic parsing. In order to deal with its two challenges,......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
In mobile speech communication, speech signals can be severely corrupted by background noise when the far-end talker is in a noisy acoustic environmen......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
Pair-wise aspect and opinion terms extraction (PAOTE), aiming at detecting the pair of the correlated aspect and opinion terms jointly, recently has d......
期刊： IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021; 29 ()
This paper introduces the Eighth Dialog System Technology Challenge. In line with recent challenges, the eighth edition focuses on applying end-to-end......
