diff --git a/README.md b/README.md index 791da56..17d5d30 100755 --- a/README.md +++ b/README.md @@ -187,7 +187,9 @@ In this tab, you can find some helper utilities that might be of assistance. For now, an analog to the PNG info found in Voldy's Stable Diffusion Web UI resides here. With it, you can upload an audio file generated with this web UI to view the settings used to generate that output. Additionally, the voice latents used to generate the uploaded audio clip can be extracted. -If you want to reuse its generation settings, simply click "Copy Settings". +If you want to reuse its generation settings, simply click `Copy Settings`. + +To import a voice, click `Import Voice`. Remember to click `Refresh Voice List` in the `Generate` panel afterwards, if it's a new voice. ### Settings @@ -215,6 +217,11 @@ Below are an explanation of experimental flags. Messing with these might impact * `CVVP Weight`: governs how much weight the CVVP model should influence candidates. The original documentation mentions this is deprecated as it does not really influence things, but you're still free to play around with it. Currently, setting requires regenerating your voice latents, as I forgot to have it return some extra data that weighing against the CVVP model uses. Oops. Setting this to 1 leads to bad behavior. +* `Top P`: P value used in nucleus sampling; lower values mean the decoder produces more "likely" (aka boring) outputs. +* `Diffusion Temperature`: the variance of the noise fed into the diffusion model; values at 0 are the "mean" prediction of the diffusion network and will sound bland and smeared. +* `Length Penalty`: a length penalty applied to the autoregressive decoder; higher settings causes the model to produce more terse outputs. +* `Repetition Penalty`: a penalty that prevents the autoregressive decoder from repeating itself during decoding. Can be used to reduce the incidence of long silences or "uhhhhhhs", etc. +* `Conditioning-Free K`: determintes balancing the conditioning free signal with the conditioning-present signal. ## Example(s) diff --git a/examples/favorite_riding_hood.mp3 b/examples/favorite_riding_hood.mp3 deleted file mode 100644 index aa1f3de..0000000 Binary files a/examples/favorite_riding_hood.mp3 and /dev/null differ diff --git a/examples/favorites/atkins_mha.mp3 b/examples/favorites/atkins_mha.mp3 deleted file mode 100644 index 63c2eb9..0000000 Binary files a/examples/favorites/atkins_mha.mp3 and /dev/null differ diff --git a/examples/favorites/atkins_omicron.mp3 b/examples/favorites/atkins_omicron.mp3 deleted file mode 100644 index f105eb0..0000000 Binary files a/examples/favorites/atkins_omicron.mp3 and /dev/null differ diff --git a/examples/favorites/atkins_value.mp3 b/examples/favorites/atkins_value.mp3 deleted file mode 100644 index a7ae9ee..0000000 Binary files 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"mrq.webui.launch(share=True, prevent_thread_lock=True)\n", + "mrq.webui.launch(share=True, prevent_thread_lock=True, height=1000)\n", "mrq.tts = mrq.setup_tortoise()\n", "mrq.webui.block_thread()" ], @@ -90,6 +90,35 @@ "execution_count":null, "outputs":[ + ] + }, + { + "cell_type":"markdown", + "source":[ + "## Exporting" + ], + "metadata":{ + "id":"2AnVQxEJx47p" + } + }, + { + "cell_type":"code", + "source":[ + "!apt install -y p7zip-full\n", + "from datetime import datetime\n", + "timestamp = datetime.now().strftime('%m-%d-%Y_%H:%M:%S')\n", + "!mkdir -p \"../{timestamp}\"\n", + "!mv ./results/* \"../{timestamp}/.\"\n", + "!7z a -t7z -m0=lzma2 -mx=9 -mfb=64 -md=32m -ms=on \"../{timestamp}.7z\" \"../{timestamp}/\"\n", + "!ls ~/\n", + "!echo \"Finished zipping, archive is available at {timestamp}.7z\"" + ], + "metadata":{ + "id":"YOACiDCXx72G" + }, + "execution_count":null, + "outputs":[ + ] } ] diff --git a/tortoise_v2_examples.html b/tortoise_v2_examples.html deleted file mode 100644 index 1a457d1..0000000 --- a/tortoise_v2_examples.html +++ /dev/null @@ -1,128 +0,0 @@ -
TorToiSe is a text-to-speech program built in April 2022 by jbetker@. TorToiSe is open source, with trained model weights -available at https://github.com/neonbjb/tortoise-tts
- -This page demonstrates some of the results of TorToiSe.
- -Following are several particularly good results generated by the model.
- -LJSpeech is a popular dataset used to train small-scale TTS models. TorToiSe is a multi-voice model, following is how -it renders the LJSpeech voice with and without fine-tuning, compared with results for the same text from the popular Tacotron2 -model paired with the Waveglow vocoder.
-Tacotron2+Waveglow | TorToiSe | TorToiSe Finetuned |
---|---|---|
- |
- ||
- |
NaturalVoice is a SOTA TTS engine developed by Microsoft Research Asia in May 2022. It features realistic prosody -and end-to-end generation with no need for a vocoder. While not much has actually been released about this model other -than five samples, those samples are quite good and I would consider this the most competitive TTS engine out there -right now.
-Natural Voice | TorToiSe Finetuned | -
---|---|
- |
It is important to note that it is not actually fair to compare any of these models: Tortoise is a multi-voice probabilistic -model trained on millions of hours of speech with an exceptionally slow inference time. Tacotron and NaturalVoice are efficient, -fast, single-voice models trained on 24 hours of speech. Unfortunately, there isn't much in the way of actually comparable -research to Tortoise.
- -Following are all the results from which the hand-picked results were drawn from. Also included is the reference - audio that the program is trying to mimic. This will give you a better sense of how TorToiSe really performs.
- -text | angie | daniel | deniro | emma | freeman | geralt | halle | jlaw | lj | myself | pat | snakes | tom | train_atkins | train_dotrice | train_kennard | weaver | william | -
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
reference clip | ||||||||||||||||||
autoregressive_ml | ||||||||||||||||||
bengio_it_needs_to_know_what_is_bad | ||||||||||||||||||
dickinson_stop_for_death | ||||||||||||||||||
espn_basketball | ||||||||||||||||||
frost_oar_to_oar | ||||||||||||||||||
frost_road_not_taken | ||||||||||||||||||
gatsby_and_so_we_beat_on | ||||||||||||||||||
harrypotter_differences_of_habit_and_language | ||||||||||||||||||
i_am_a_language_model | ||||||||||||||||||
melodie_kao | ||||||||||||||||||
nyt_covid | ||||||||||||||||||
real_courage_is_when_you_know_your_licked | ||||||||||||||||||
rolling_stone_review | ||||||||||||||||||
spacecraft_interview | ||||||||||||||||||
tacotron2_sample1 | ||||||||||||||||||
tacotron2_sample2 | ||||||||||||||||||
tacotron2_sample3 | ||||||||||||||||||
tacotron2_sample4 | ||||||||||||||||||
watts_this_is_the_real_secret_of_life | ||||||||||||||||||
wilde_nowadays_people_know_the_price |
Tortoise is capable of "prompt-engineering" in that tone and prosody is affected by the emotions inflected in the words -fed to the program. For example, prompting the model with "[I am so angry,] I went to the park and threw a ball" will -result in it outputting "I went to the park and threw the ball" with an angry tone.
- -Following are a few examples of different prompts. The effect is subtle, but is definitely there. Many voices are -less effected by this.
- -Angry: