CustomizacaoWatsonTTS.ipynb

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        {
            "source": "## Customiza\u00e7\u00e3o de palavras no Watson Text to Speech\n\nSe voc\u00ea j\u00e1 testou alguma solu\u00e7\u00e3o de mercado para a sintetiza\u00e7\u00e3o de \u00e1udio a partir de texto (text to speech) ent\u00e3o voc\u00ea provavelmente j\u00e1 se deparou com alguma palavra que soou errado, isso ocorre porque as solu\u00e7\u00e3o de fala para texto (TTS) s\u00e3o treinadas considerando o portugu\u00eas comum que encontramos no dicion\u00e1rio.\n\nNo entanto \u00e9 muito comum encontrarmos siglas, termos espec\u00edficos ou at\u00e9 mesmo a utiliza\u00e7\u00e3o de palavras estrangeiras dentro de uma empresa nas nossas respostas. Como podemos adaptar nosso sistema cognitivo para que possa suportar tais especializa\u00e7\u00f5es?\n\nUm m\u00e9todo seria escrever a palavra errada em nossas respostas para que ent\u00e3o ela fosse vocalizada corretamente nos sistemas que utilizam \u00e1udio, mas essa abordagem nos tira a flexibilidade de poder treinar um mesmo corpus e permitir a utiliza\u00e7\u00e3o tanto por texto quanto por voz.\n\nNesse tutorial vamos apresentar como customizar o Watson Text to Speech de modo que ele fale as suas palavras corretamente em portugu\u00eas.\n\n### ***\"Um dos diferenciais do servi\u00e7o Text to Speech da IBM \u00e9 a possibilidade de customizar como essas palavras s\u00e3o expressas (em portugu\u00eas).\"***\n\n* Autor: Renato Leal\n* Medium: http://medium.com/@renatoleal\n* Linkedin: https://www.linkedin.com/in/renatodossantosleal/\n* Github: https://github.com/renatodossantosleal\n\n**Etapas**\n\n* [Blibliotecas](#bibliotecas)\n* [Credenciais](#credenciais)\n* [Teste de sintetiza\u00e7\u00e3o](#teste_sint)\n* [Cria um modelo novo do seu modelo de customiza\u00e7\u00e3o](#custom)\n* [Descritivo do modelo (opcional)](#descritivo)\n* [Adiciona palavras ao modelo](#adiciona)\n* [Testar novamente a sintetiza\u00e7\u00e3o](#testa_novamente)\n\n\n**OBS: utilizaremos python nesse notebook mas voc\u00ea facilmente pode fazer isso em nodeJS, java, swift e outras linguagens. Nos coment\u00e1rios tamb\u00e9m deixarei os comandos em cURL**", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "source": "# Antes de come\u00e7ar\n\n**Este tutorial foi criado utilizando o Watson Studio (https://dataplatform.ibm.com/registration/stepone?context=wdp&apps=data_science_experience), caso voc\u00ea queira rodar o mesmo com seu pr\u00f3prio servi\u00e7o e termos basta criar uma conta no IBM Cloud e instanciar um seriv\u00e7o de Watson Studio (gratuito para um usu\u00e1rio e at\u00e9 5GB de armazenamento).**\n\nCom o servi\u00e7o j\u00e1 dispon\u00edvel basta criar um projeto e adicionar um jupyter notebook utilizando a op\u00e7\u00e3o de importar a partir de uma URL (o ambiente utilizado foi o gratuito de Anaconda com Python 3.5).\n\nSe voc\u00ea tiver dificuldade com esse passo ent\u00e3o esse tutorial aqui pode te ajudar: https://datascience.ibm.com/docs/content/analyze-data/creating-notebooks.html", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "source": "### <a id=\"bibliotecas\"></a>Bibliotecas\n\nAqui utilizaremos o SDK de Watson como acelerador para as chamadas no TTS, tamb\u00e9m importamos o `IPython` para facilitar a reprodu\u00e7\u00e3o de \u00e1udio e `json` para a manipula\u00e7\u00e3o de arquivos deste tipo.\n\nOBS: se voc\u00ea ainda n\u00e3o instalou o sdk do Watson no seu ambiente ent\u00e3o pode faz\u00ea-lo rodando uma nova c\u00e9lula com `#!pip install --upgrade watson-developer-cloud` (sem o hashtag #)", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "execution_count": 1, 
            "cell_type": "code", 
            "metadata": {}, 
            "outputs": [], 
            "source": "#!pip install watson_developer_cloud\n\nimport json\nimport IPython\nfrom watson_developer_cloud import TextToSpeechV1"
        }, 
        {
            "source": "### <a id=\"credenciais\"></a>Credenciais\n\nInsere credenciais no c\u00f3digo e instancia um objeto de Watson.\n\nOBS: nunca compartilhe duas credenciais no c\u00f3digo, caso v\u00e1 compartilhar esse notebook ent\u00e3o adicione a tag \"# @hidden_cell\" na celula que possui suas credenciais (sem aspas).", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "execution_count": 2, 
            "cell_type": "code", 
            "metadata": {}, 
            "outputs": [], 
            "source": "text_to_speech = TextToSpeechV1(username='username',password='password')"
        }, 
        {
            "execution_count": 3, 
            "cell_type": "code", 
            "metadata": {}, 
            "outputs": [], 
            "source": "# The code was removed by DSX for sharing."
        }, 
        {
            "source": "### <a id=\"teste_sint\"></a>Teste de sintetiza\u00e7\u00e3o\n\nVoc\u00ea j\u00e1 tentou reproduzir uma palavra em ingl\u00eas quando configurou o seu text-to-speech em portugu\u00eas? Vamos fazer um teste com a palavra \"text-to-speech\".\n\nPrecisamos passar os seguintes par\u00e2metros para o Watson:\n* `text` \u00e9 a frase/palavra a ser sintetizada.\n* `accept` \u00e9 o tipo de arquivo a ser retornado (formato do \u00e1udio).\n* `voice` \u00e9 a voz que utilizaremos, para portugu\u00eas devemos especificar o valor `pt-BR_IsabelaVoice`\n\nO mesmo comando em cURL: \n\n`curl -X GET -u \"{username}\":\"{password}\" --output exemplo_audio_1.wav \"https://stream.watsonplatform.net/text-to-speech/api/v1/synthesize?accept=audio/wav&text=text-to-speech&voice=pt-BR_IsabelaVoice\"`", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "execution_count": 4, 
            "cell_type": "code", 
            "metadata": {}, 
            "outputs": [
                {
                    "execution_count": 4, 
                    "metadata": {}, 
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type=\"audio/x-wav\" />\n                    Your browser does not support the audio element.\n                </audio>\n              ", 
                        "text/plain": "<IPython.lib.display.Audio object>"
                    }, 
                    "output_type": "execute_result"
                }
            ], 
            "source": "with open(\"exemplo_audio_1.wav\",'wb') as audio_file:\n    audio_file.write(text_to_speech.synthesize('text-to-speech', accept='audio/wav',voice=\"pt-BR_IsabelaVoice\").content)\n    \nIPython.display.Audio(\"exemplo_audio_1.wav\")"
        }, 
        {
            "source": "### <a id=\"custom\"></a>Cria um modelo novo do seu modelo de customiza\u00e7\u00e3o\n\nPara corrigir a pron\u00fancia do nosso TTS devemos criar um novo modelo de customiza\u00e7\u00e3o e para isso devemos chamar o m\u00e9todo `create_voice_model` passando os seguintes par\u00e2metros:\n\n* `name` \u00e9 o nome do modelo a ser criado, voc\u00ea pode especificar o nome que quiser.\n* `language` dever\u00e1 ser `pt-BR` para que o modelo seja utilizado considerando o portugu\u00eas do Brasil.\n* `description` \u00e9 opicional e permite que voc\u00ea coloque mais informa\u00e7\u00f5es sobre o modelo.\n\nA resposta dessa chamada ser\u00e1 um `json` no qual devemos salvar o valor do campo `customization_id` que ser\u00e1 utilizado depois.\n\nO mesmo comando em cURL: \n\n`curl -X POST -u \"{username}\":\"{password}\" --header \"Content-Type: application/json\" --data \"{\\\"name\\\":\\\"medium-custom_2\\\", \\\"language\\\":\\\"pt-BR\\\", \\\"description\\\":\\\"\\\"}\" \"https://stream.watsonplatform.net/text-to-speech/api/v1/customizations\"`", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "execution_count": 5, 
            "cell_type": "code", 
            "metadata": {}, 
            "outputs": [
                {
                    "output_type": "stream", 
                    "name": "stdout", 
                    "text": "Id de customiza\u00e7\u00e3o: bb12b13e-0d20-42a2-ba65-55dca975616a\n"
                }
            ], 
            "source": "obj_customization = text_to_speech.create_voice_model(name='medium-custom_2',language=\"pt-BR\",description=\"\")\ncustomization_id = obj_customization[\"customization_id\"]\n\nprint(\"Id de customiza\u00e7\u00e3o: \" + customization_id)"
        }, 
        {
            "source": "#### <a id=\"descritivo\"></a>Descritivo do modelo (opcional)\nPodemos tamb\u00e9m verificar todas as informa\u00e7\u00f5es presentes no modelo que acabamos de criar chamando o m\u00e9todo `get_voice_model` e passando o `customization_id`:\n\nO mesmo comando em cURL:\n\n`curl -X GET -u \"{username}\":\"{password}\" \"https://stream.watsonplatform.net/text-to-speech/api/v1/customizations/6af96480-e8dd-4087-aa27-9e07d5b075c9\"`", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "execution_count": 6, 
            "cell_type": "code", 
            "metadata": {}, 
            "outputs": [
                {
                    "output_type": "stream", 
                    "name": "stdout", 
                    "text": "{\n  \"description\": \"\",\n  \"last_modified\": \"2018-03-29T17:42:20.123Z\",\n  \"language\": \"pt-BR\",\n  \"created\": \"2018-03-29T17:42:20.123Z\",\n  \"customization_id\": \"bb12b13e-0d20-42a2-ba65-55dca975616a\",\n  \"words\": [],\n  \"name\": \"medium-custom_2\",\n  \"owner\": \"e4bd7023-d183-4560-892a-1970684451d7\"\n}\n"
                }
            ], 
            "source": "print(json.dumps(text_to_speech.get_voice_model(customization_id),indent=2))"
        }, 
        {
            "source": "### <a id=\"adiciona\"></a>Adiciona palavras ao modelo\n\nDepois que criamos o modelo de customiza\u00e7\u00e3o basta adicionar as palavras e suas respectivas transcri\u00e7\u00f5es ao modelo, para isso podemos fazer palavra por palavra ou ent\u00e3o por \"batch\" (n\u00e3o faremos aqui mas voc\u00ea apenas precisaria montar um arquivo json e submeter o mesmo para o servi\u00e7o do TTS usando o m\u00e9todo `add_words`). \n\nNo caso de palavra por palavra devemos chamar o m\u00e9todo `add_word` com o seguintes par\u00e2metros:\n* `customization_id` \u00e9 o id do seu modelo de customiza\u00e7\u00e3o.\n* `word` \u00e9 a palavra que hoje possui uma sintetiza\u00e7\u00e3o problem\u00e1tica.\n* `translation` \u00e9 o como a palavra deveria soar. **\\[1\\]**\n\n**\\[1\\] A parte de translation voc\u00ea pode realizar de duas formas diferentes:**\n* **Sounds-like**: como a palavra deveria soar? Aqui fazemos a tradu\u00e7\u00e3o utilizando similaridade.\n* **Phonetic**: trabalhamos em como descrever a pron\u00fancia de uma palavra atrav\u00e9s de fonemas, para isso voc\u00ea provavelmente precisar\u00e1 de um linguista mas tamb\u00e9m poder\u00e1 atingir resultados mais corretos.\n\nAqui utilizaremos apenas a customiza\u00e7\u00e3o via ***sounds-like***, caso voc\u00ea queira realizar via fonemas basta acessar este link: https://console.bluemix.net/docs/services/text-to-speech/custom-intro.html#phonetic.\n\nO mesmo comando em cURL:\n\n`curl -X PUT -u \"{username}\":\"{password}\" --header \"Content-Type: application/json\" --data \"{\\\"translation\\\":\\\"t\u00e9csti tchu spit\\\"}\" \"https://stream.watsonplatform.net/text-to-speech/api/v1/customizations/6af96480-e8dd-4087-aa27-9e07d5b075c9/words/text-to-speech\"`", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "execution_count": 7, 
            "cell_type": "code", 
            "metadata": {}, 
            "outputs": [
                {
                    "output_type": "stream", 
                    "name": "stdout", 
                    "text": "None\n"
                }
            ], 
            "source": "# Exemplo para adicionar apenas uma palavra\nprint(text_to_speech.add_word(customization_id,word='text-to-speech',translation='t\u00e9csti tchu spit'))"
        }, 
        {
            "source": "### <a id=\"testa_novamente\"></a>Testar novamente a sintetiza\u00e7\u00e3o\n\nAssim como fizemos antes, vamos chamar o servi\u00e7o do TTS para rever a sintetiza\u00e7\u00e3o ap\u00f3s essas altera\u00e7\u00f5es. A \u00fanica diferen\u00e7a \u00e9 que agora devemos adicionar o par\u00e2metro `customization_id` a chamada.\n\nO mesmo comando em cURL:\n\n`curl -X GET -u \"{username}\":\"{password}\" --output exemplo_audio_1.wav \"https://stream.watsonplatform.net/text-to-speech/api/v1/synthesize?accept=audio/wav&text=text-to-speech&voice=pt-BR_IsabelaVoice&customization_id=6af96480-e8dd-4087-aa27-9e07d5b075c9\"`", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "execution_count": 8, 
            "cell_type": "code", 
            "metadata": {}, 
            "outputs": [
                {
                    "execution_count": 8, 
                    "metadata": {}, 
                    "data": {
                        "text/html": "\n                <audio controls=\"controls\" >\n                    <source 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type=\"audio/x-wav\" />\n                    Your browser does not support the audio element.\n                </audio>\n              ", 
                        "text/plain": "<IPython.lib.display.Audio object>"
                    }, 
                    "output_type": "execute_result"
                }
            ], 
            "source": "with open(\"exemplo_audio_2.wav\",'wb') as audio_file:\n    audio_file.write(text_to_speech.synthesize('text-to-speech', accept='audio/wav',voice=\"pt-BR_IsabelaVoice\", customization_id=customization_id).content)\n    \nIPython.display.Audio(\"exemplo_audio_2.wav\")"
        }, 
        {
            "source": "## Conclus\u00e3o\n\nVimos aqui que apenas com duas chamadas (`create_voice_model` e `add_word`) **ao Text to Speech da IBM podemos customiz\u00e1-lo para o portugu\u00eas do Brasil**, essa possibilidade \u00e9 de extrema import\u00e2ncia para que possamos criar nosso pr\u00f3prio vocabul\u00e1rio e a vocaliza\u00e7\u00e3o de tais palavras da maneira correta. ", 
            "cell_type": "markdown", 
            "metadata": {}
        }, 
        {
            "execution_count": null, 
            "cell_type": "code", 
            "metadata": {}, 
            "outputs": [], 
            "source": ""
        }
    ], 
    "metadata": {
        "kernelspec": {
            "display_name": "Python 3.5", 
            "name": "python3", 
            "language": "python"
        }, 
        "language_info": {
            "mimetype": "text/x-python", 
            "nbconvert_exporter": "python", 
            "version": "3.5.4", 
            "name": "python", 
            "file_extension": ".py", 
            "pygments_lexer": "ipython3", 
            "codemirror_mode": {
                "version": 3, 
                "name": "ipython"
            }
        }
    }, 
    "nbformat": 4
}