Just want to add a more general point about your approach.
It looks like you're closely copying the details, and hoping that a likeness will spring out when you add enough accurately copied fine detail. That's not a good approach for getting likenesses (I've made that mistake many times, it doesn't work).
For example, in the forehead, each individual highlight and crease is similar to the photograph - but the overall result is very different. The overall impression in the photo is of a flat forehead; in your image, despite every individual detail being similar, the sum of those parts is very different - a somewhat rounded looking forehead.
It's very very tempting when drawing to get stuck in to an interesting detail too early, and I believe this is the root cause of your problems.
A better approach is to start at a very low level of detail, complete the drawing at that low level of detail getting the key things right and achieving as much of a likeness as possible at that level of detail, then add a layer (if you're working digitally you've got the blessing that it can literally be another layer).
The steps vary, but it might be something like:
- "block out" the shape of the face and location and approximate shape of key features. It's possible but very difficult to recognise a face from a silhouette, so you're on course if there's a bit of a likeness at the end of this stage.
- Draw the shape of key features - Scott's answer is a great guide on what to focus on at this stage. You'll finish with a similar level of detail to a cartoon character, so you should finish this step with a strong likeness.
- Add key shading, and be selective about what you include (unless you're going for perfect photo realism). You should finish this step with an even stronger likeness - but not enormously stronger since key features are already there.
- Add fine details e.g. eye details, hair, fine shadows and highlights, depending on the style you're going for. You shouldn't expect these to aid recognition so the aim should be to get the stylistic presentation right here without harming the likeness by distorting or distracting from a key feature.
The likeness of a face is like the pose of a full body image - you should get it right early at the 'skeleton' stage of the drawing, then build on it. If you're hoping for it to emerge as you add detail to wonky foundations, instead focus on the foundations.
If you do find yourself losing a likeness and you're not sure why, look at it with less detail. I find unfocusing my eyes helps: looking at your image like this, the bottom right of the jaw (model's right), mouth, distance between eyes, upper nose, skull width at eye level and forehead jump out as not matching.
(I'm not sure if everyone can just unfocus their eyes on demand like this... if you can't, you can probably get the same effect by stepping back, or using Photoshop Gaussian blur or frosted glass)
One other general tip. I found likenesses really hard to learn - they come naturally to some people, and I wasn't one of those people. One thing that helped me in practising was never copying a source image directly - if I copied it directly, I became too fixated on the wrong details.
I found I got better results and learned better when I took a source image and tried to draw that person at a somewhat different angle and/or pulling a different expression - this forced me to focus on the essential features of the face, and the vital intangibles like personality and mood, rather than incidental details of this photo)