not working on colab

[faheem-khaskheli]

cannot download youtube videos or audio

[mwaseemrandhawa]

Same issue. are you resolved it?

[faheem-khaskheli]

yes, i solved the issues, have to install some modules and change path of files when using these in single jupyter notebook.

[mwaseemrandhawa]

can you please share a code with me?

[faheem-khaskheli]

i will upload it on github today.

[mwaseemrandhawa]

thank you so much I really appreciate it. Have you successfully executed this code I mean model on the dataset?

…

On Wed, Oct 7, 2020 at 6:57 AM faheem khaskheli ***@***.***> wrote: i will upload it on github today. — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#28 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AHHBFENWBUFNCKBTLRQP2V3SJRXVBANCNFSM4SF3OUUQ> .

-- *Waseem Randhawa,* Department of Computer Science, NCBA&E Cell +92-3038232954

[faheem-khaskheli]

yes, but downloading dataset on colab is taking hours

[mwaseemrandhawa]

If you have a dataset and running model on colab please share your folder with me? [email protected]

…

On Wed, Oct 7, 2020 at 7:05 AM faheem khaskheli ***@***.***> wrote: yes, but downloading dataset on colab is taking hours — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#28 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AHHBFEILFHFCZWSOOB54DUDSJRYUFANCNFSM4SF3OUUQ> .

-- *Waseem Randhawa,* Department of Computer Science, NCBA&E Cell +92-3038232954

[faheem-khaskheli]

i download 100 audio and videos to test the model

[mwaseemrandhawa]

This is enough. I also needed to test this model using pretrained model

…

On Wed, Oct 7, 2020 at 7:12 AM faheem khaskheli ***@***.***> wrote: i download 100 audio and videos to test the model — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#28 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AHHBFELSDUQZCWYXVRXO3MTSJRZM3ANCNFSM4SF3OUUQ> .

-- *Waseem Randhawa,* Department of Computer Science, NCBA&E Cell +92-3038232954

[faheem-khaskheli]

this model is not pretrained, we have to train it using whole dataset.
do you have pretrained weights for this model?

[mwaseemrandhawa]

check this link it's already a saved model. https://github.com/bill9800/speech_separation/tree/master/model/model_v1/saved_models_AO

…

On Wed, Oct 7, 2020 at 7:16 AM faheem khaskheli ***@***.***> wrote: this model is not pretrained, we have to train it using whole dataset. do you have pretrained weights for this model? — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#28 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AHHBFEPMLR6E734NIVQS5SDSJRZ4JANCNFSM4SF3OUUQ> .

-- *Waseem Randhawa,* Department of Computer Science, NCBA&E Cell +92-3038232954

[faheem-khaskheli]

according to readme, model v1 is audio only.
model v2 is both video and audio.
these weights belong to v1 audio only model

[mwaseemrandhawa]

Can we talk on whats app? 03038232954

…

On Wed, Oct 7, 2020 at 7:24 AM faheem khaskheli ***@***.***> wrote: according to readme, model v1 is audio only. model v2 is both video and audio. these weights belong to v1 audio only model — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#28 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AHHBFEPQTD4OQG646LDFN6DSJR22FANCNFSM4SF3OUUQ> .

-- *Waseem Randhawa,* Department of Computer Science, NCBA&E Cell +92-3038232954

[faheemkhaskheli9]

here, i uploaded file that i used on colab.
https://github.com/faheemkhaskheli9/speech_separation
if you have any issue then contact me here, i can fix it.

[mwaseemrandhawa]

thank you so much. I really appreciate it.

…

On Wed, Oct 7, 2020 at 9:01 AM Faheem Khaskheli ***@***.***> wrote: here, i uploaded file that i used on colab. https://github.com/faheemkhaskheli9/speech_separation if you have any issue then contact me here, i can fix it. — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#28 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AHHBFEIXYWQYEP2WEKQAMMLSJSGHHANCNFSM4SF3OUUQ> .

-- *Waseem Randhawa,* Department of Computer Science, NCBA&E Cell +92-3038232954

[koravadi]

Since we are using the bidirectional LSTM in the network, can this be used for the realtime application? or this works only for the recorded data?

[faheem-khaskheli]

it can be used on real time data, you just have to split the input stream into chunks, like get 3 second data and feed it to model, then another 3 second data.
you have to wait for 3 second so that you can collect 3 second recording. that will be lag in system.

[koravadi]

@faheem-khaskheli thanks for clarification!

[koravadi]

@faheem-khaskheli I have one more question. Why it needs to be 3 sec why can't it be 1 sec? is there any parameter defines this 3 sec interval in the network?

[faheemkhaskheli9]

no reason, you can make it 1 second but you need some useful data to do task so long will be better then 1 sec or less then 1 sec

[SutirthaChakraborty]

Thanks @faheemkhaskheli9 I tried to replicate your colab code. The last part 'evaluate the model and generate the prediction' is not working. I am getting silent audio as output. Any help ?