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Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models

Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models

7 October 2020
S. Madikeri
Sibo Tong
Juan Pablo Zuluaga
Apoorv Vyas
P. Motlícek
H. Bourlard
    VLM
ArXiv (abs)PDFHTMLGithub (73★)

Papers citing "Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models"

10 / 10 papers shown
A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers
A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers
Juan Pablo Zuluaga
Amrutha Prasad
Iuliia Nigmatulina
P. Motlícek
Matthias Kleinert
304
30
0
16 Apr 2023
Effectiveness of Text, Acoustic, and Lattice-based representations in
  Spoken Language Understanding tasks
Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Esaú Villatoro-Tello
S. Madikeri
Juan Pablo Zuluaga
Bidisha Sharma
Seyyed Saeed Sarfjoo
Iuliia Nigmatulina
P. Motlícek
A. Ivanov
A. Ganapathiraju
217
3
0
16 Dec 2022
Are disentangled representations all you need to build speaker
  anonymization systems?
Are disentangled representations all you need to build speaker anonymization systems?Interspeech (Interspeech), 2022
Pierre Champion
D. Jouvet
Anthony Larcher
355
35
0
22 Aug 2022
Privacy-Preserving Speech Representation Learning using Vector
  Quantization
Privacy-Preserving Speech Representation Learning using Vector Quantization
Pierre Champion
D. Jouvet
Anthony Larcher
SSL
111
0
0
15 Mar 2022
Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0
  acoustic model
Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic modelInterspeech (Interspeech), 2021
Apoorv Vyas
S. Madikeri
H. Bourlard
174
16
0
06 Apr 2021
Lattice-Free MMI Adaptation Of Self-Supervised Pretrained Acoustic
  Models
Lattice-Free MMI Adaptation Of Self-Supervised Pretrained Acoustic ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Apoorv Vyas
S. Madikeri
H. Bourlard
194
14
0
28 Dec 2020
Speech Activity Detection Based on Multilingual Speech Recognition
  System
Speech Activity Detection Based on Multilingual Speech Recognition SystemInterspeech (Interspeech), 2020
Seyyed Saeed Sarfjoo
S. Madikeri
P. Motlícek
272
8
0
23 Oct 2020
Fast Transformers with Clustered Attention
Fast Transformers with Clustered AttentionNeural Information Processing Systems (NeurIPS), 2020
Apoorv Vyas
Angelos Katharopoulos
Franccois Fleuret
425
173
0
09 Jul 2020
Automatic Speech Recognition Benchmark for Air-Traffic Communications
Automatic Speech Recognition Benchmark for Air-Traffic Communications
Juan Pablo Zuluaga
P. Motlícek
Qingran Zhan
Karel Veselý
Rudolf A. Braun
187
34
0
18 Jun 2020
Quantization of Acoustic Model Parameters in Automatic Speech
  Recognition Framework
Quantization of Acoustic Model Parameters in Automatic Speech Recognition Framework
Amrutha Prasad
P. Motlícek
S. Madikeri
MQ
201
10
0
16 Jun 2020
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