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The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units
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In: Interspeech 2020 - Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-02962224 ; Interspeech 2020 - Conference of the International Speech Communication Association, Oct 2020, Shangai / Virtual, China (2020)
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Phonemic transcription of low-resource languages: To what extent can preprocessing be automated?
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In: 1st Joint SLTU (Spoken Language Technologies for Under-resourced languages) and CCURL (Collaboration and Computing for Under-Resourced Languages) Workshop ; https://halshs.archives-ouvertes.fr/hal-02513914 ; 1st Joint SLTU (Spoken Language Technologies for Under-resourced languages) and CCURL (Collaboration and Computing for Under-Resourced Languages) Workshop, 2020, Marseille, France. pp.306-315 ; https://lrec2020.lrec-conf.org/media/proceedings/Workshops/Books/SLTUCCURLbook.pdf (2020)
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Transformer VQ-VAE for Unsupervised Unit Discovery and Speech Synthesis: ZeroSpeech 2020 Challenge ...
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Phonemic transcription of low-resource languages: To what extent can preprocessing be automated?
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In: 1st Joint SLTU (Spoken Language Technologies for Under-resourced languages) and CCURL (Collaboration and Computing for Under-Resourced Languages) Workshop ; https://halshs.archives-ouvertes.fr/hal-02513914 ; 1st Joint SLTU (Spoken Language Technologies for Under-resourced languages) and CCURL (Collaboration and Computing for Under-Resourced Languages) Workshop, 2020, Marseille, France. pp.306-315 ; https://lrec2020.lrec-conf.org/media/proceedings/Workshops/Books/SLTUCCURLbook.pdf (2020)
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The Zero Resource Speech Challenge 2019: TTS without T
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In: Interspeech 2019 - 20th Annual Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-02274112 ; Interspeech 2019 - 20th Annual Conference of the International Speech Communication Association, Sep 2019, Graz, Austria (2019)
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A Speaking Atlas of Indigenous Languages of France and its Overseas
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In: LT4All 2019, collection of research papers ; Language Technologies for All (LT4All) Enabling Language Diversity & Multilingualism Worldwide ; https://hal.archives-ouvertes.fr/hal-03099667 ; Language Technologies for All (LT4All) Enabling Language Diversity & Multilingualism Worldwide, Dec 2019, Paris, France. pp.155-159 ; https://lt4all.elra.info/proceedings/lt4all2019/ (2019)
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Speech-to-speech Translation between Untranscribed Unknown Languages ...
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Local Monotonic Attention Mechanism for End-to-End Speech and Language Processing ...
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Abstract:
Recently, encoder-decoder neural networks have shown impressive performance on many sequence-related tasks. The architecture commonly uses an attentional mechanism which allows the model to learn alignments between the source and the target sequence. Most attentional mechanisms used today is based on a global attention property which requires a computation of a weighted summarization of the whole input sequence generated by encoder states. However, it is computationally expensive and often produces misalignment on the longer input sequence. Furthermore, it does not fit with monotonous or left-to-right nature in several tasks, such as automatic speech recognition (ASR), grapheme-to-phoneme (G2P), etc. In this paper, we propose a novel attention mechanism that has local and monotonic properties. Various ways to control those properties are also explored. Experimental results on ASR, G2P and machine translation between two languages with similar sentence structures, demonstrate that the proposed encoder-decoder ... : Accepted at IJCNLP 2017 --- (V2: added more experiments on G2P & MT) ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1705.08091 https://arxiv.org/abs/1705.08091
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Listening while Speaking: Speech Chain by Deep Learning ...
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Context Awareness and Priority Control for ITS based on Automatic Speech Recognition
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In: International conference on ITS Telecommunications ; https://hal.inria.fr/hal-01225312 ; International conference on ITS Telecommunications, Dec 2015, Copenhagen, Denmark ; http://www.itst-conf.org/ (2015)
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