在 https://www.wehuster.com/cet4 网站下载听力音频文件,https://www.wehuster.com/static/cet4/cet4_2025_06_1.mp3
它不能直接被LFM2.5-Audio模型使用。
所以用ffmpeg工具来转换。
直接不加参数转换出来的wav文件导致模型异常退出。
所以检测LFM2.5-Audio模型生成的wav文件信息。
C:\d>ffmpeg\bin\ffprobe \d\models\audio\OUTPUT.WAV
ffprobe version 8.0.1-essentials_build-www.gyan.dev Copyright (c) 2007-2025 the FFmpeg developers
Input #0, wav, from '\d\models\audio\OUTPUT.WAV':
Duration: 00:00:09.74, bitrate: 768 kb/s
Stream #0:0: Audio: pcm_f32le ([3][0][0][0] / 0x0003), 24000 Hz, 1 channels, flt, 768 kb/s
然后按照同样的采样率和声道转换, 截取2分钟,转换后检测信息是否与输入一致。
C:\d>ffmpeg\bin\ffmpeg -i cet4_2025_06_1.mp3 -ar 24000 -ac 1 -ss 00:00:50 -t 00:02:00.0 cet40.wav
Stream #0:0(und): Audio: pcm_s16le ([1][0][0][0] / 0x0001), 24000 Hz, mono, s16, 384 kb/s (default)
Metadata:
encoder : Lavc62.11.100 pcm_s16le
creation_time : 2025-07-06T09:52:08.000000Z
handler_name : aac@GPAC0.5.2-DEV-revVersion: 0.5.2-426-gc5ad4e4+dfsg5-1ubuntu0.1
vendor_id : [0][0][0][0]
[out#0/wav @ 00000241a84a2cc0] video:0KiB audio:5625KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.001354%
size= 5625KiB time=00:02:00.00 bitrate= 384.0kbits/s speed= 721x elapsed=0:00:00.16
C:\d>ffmpeg\bin\ffprobe cet40.wav
Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 24000 Hz, 1 channels, s16, 384 kb/s
将这个文件用于ASR
llama-audio/llama-liquid-audio-cli -m LFM2.5-Audio-1.5B-Q4_0.gguf -mm mmproj-LFM2.5-Audio-1.5B-Q4_0.gguf -mv vocoder-LFM2.5-Audio-1.5B-Q4_0.gguf --tts-speaker-file tokenizer-LFM2.5-Audio-1.5B-Q4_0.gguf -sys "Perform ASR." --audio /par/cet40.wav
=== GENERATED TEXT ===
Knew it tasted good, but butter made it better. His passion for produce got him a position as South Dakota's official corn ambassador. To Reek's profession of love for his favorite vegetable earned him the name the Corn Kid. This was after his online interview attracted millions of views and was made into a song. South Dakota is one of the top corn producers in America. The corn provides nourishment across the globe. To Reek, and his family, were invited to attend the honorary ceremony at the state's corn palace. Officials wanted to highlight South Dakota's two largest industries: tourism and agriculture. To Reek couldn't believe his eyes when he saw the palace made of corn. Questions one and two are based on the news report you have just heard. Question one: How did To Reek make corn taste better? Question two: Why were To Reek and his family invited to South Dakota? News report two: Two arrests were announced Thursday. The arrests were in connection with a string of mail thefts.
与网上的原文https://wenku.baidu.com/view/b89a86a3f90a79563c1ec5da50e2524de518d020.html?*wkts*=1773551675978 比较,除了人名,识别还是不错的