Forwarded from Tensorflow(@CVision) (Alireza Akhavan)
#سورس_کد #مقاله
در این روش که چند روز پیش توسط فیس بوک اوپن سورس شده آموزش speech recognition به صورت end-to-end صورت میگیرد .
Open sourcing wav2letter++, the fastest state-of-the-art speech system, and flashlight, an ML library going native
https://code.fb.com/ai-research/wav2letter/
CNN architectures are competitive with #recurrent architectures for tasks in which modeling long-range dependencies is important, such as #language_modeling, machine translation, and #speech_synthesis. In end-to-end #speech_recognition, however, recurrent architectures are still more prevalent for both acoustic and language modeling.
در این روش که چند روز پیش توسط فیس بوک اوپن سورس شده آموزش speech recognition به صورت end-to-end صورت میگیرد .
Open sourcing wav2letter++, the fastest state-of-the-art speech system, and flashlight, an ML library going native
https://code.fb.com/ai-research/wav2letter/
CNN architectures are competitive with #recurrent architectures for tasks in which modeling long-range dependencies is important, such as #language_modeling, machine translation, and #speech_synthesis. In end-to-end #speech_recognition, however, recurrent architectures are still more prevalent for both acoustic and language modeling.
Engineering at Meta
Open sourcing wav2letter++, the fastest state-of-the-art speech system, and flashlight, an ML library going native
Wav2letter++ is the fastest state-of-the-art end-to-end speech recognition system available. We're also releasing flashlight, a fast, flexible ML library.
Forwarded from Tensorflow(@CVision) (Alireza Akhavan)
#آموزش
Recognizing Speech Commands Using Recurrent Neural Networks with Attention
https://towardsdatascience.com/recognizing-speech-commands-using-recurrent-neural-networks-with-attention-c2b2ba17c837
سورس کد:
A Keras implementation of neural attention model for speech command recognition
https://github.com/douglas125/SpeechCmdRecognition
مرتبط با:
سورس و مقاله wav2letter++ یک روش end2end
https://t.me/cvision/850
جلسه مربوط به Attention در RNNها:
https://www.aparat.com/v/SPZzH
جلسه مربوط به پردازش صوت در RNNها:
https://www.aparat.com/v/cEKal
#attention #rnn #lstm #keras #Speech
Recognizing Speech Commands Using Recurrent Neural Networks with Attention
https://towardsdatascience.com/recognizing-speech-commands-using-recurrent-neural-networks-with-attention-c2b2ba17c837
سورس کد:
A Keras implementation of neural attention model for speech command recognition
https://github.com/douglas125/SpeechCmdRecognition
مرتبط با:
سورس و مقاله wav2letter++ یک روش end2end
https://t.me/cvision/850
جلسه مربوط به Attention در RNNها:
https://www.aparat.com/v/SPZzH
جلسه مربوط به پردازش صوت در RNNها:
https://www.aparat.com/v/cEKal
#attention #rnn #lstm #keras #Speech
Medium
Recognizing Speech Commands Using Recurrent Neural Networks with Attention
Speech recognition has become an integral part of human-computer interfaces (HCI). They are present in personal assistants like Google…