Questions tagged [audio]

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What is the name of this data denoising method

I've been working on extracting data from an extremely noisy signal. The signal itself is the 1st derivative of raw mean squared (RMS) of an audio that may contain segments with some single low ...
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18 views

speaker verification model trained on one dataset does not perform well on another

I am quite new to audio signal processing, more specifically speaking speaker verification. I have trained a CNN-based Siamese network to do speaker verification. The whole thing is trained with one ...
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112 views

WGAN-GP stability loss

I am training a Conditional WaveGAN (1D DCGAN for audio) using WGAN-GP whose generator is of an auotencoder architecture. The network is trained to take an audio input, compress it, then decompress it ...
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1answer
82 views

What are good basic loss functions for audio generation? (TTS)

I'm planning to make an audio generation NN. While I'm reasonably ok with neural networks in general, wavenets, etc., something is not quite clear. What are good loss functions for audio, considering ...
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1answer
282 views

Conv2D Kernel size for audio-related tasks

So I've been working on this audio-rec task for a while now, and I've had some good luck using 2D convolutions on the spectrogram of audio (I've also tried Mel-spectrograms, the difference is minor in ...
2
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1answer
42 views

Different fonts of audio from a single audio source

I know that is a duplicated question. But there is no answer for the original one and I want something more specific. On original question, the user Caaarlos wants the interpret different fonts of ...
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142 views

Benchmarking model in speech recognition with different language

My supervisor asked me to benchmark my method in classifying speech signal with other language. I am doing Malay language speech recognition. To benchmark my method/feature used, I need to test ...